Overview

Dataset statistics

Number of variables121
Number of observations145
Missing cells5283
Missing cells (%)30.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory388.1 KiB
Average record size in memory2.7 KiB

Variable types

CAT59
BOOL39
NUM22
UNSUPPORTED1

Reproduction

Analysis started2020-02-27 19:43:38.343140
Analysis finished2020-02-27 19:44:50.227308
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
ATCDs personnels ? Gestite is highly correlated with ATCDs personnels - PariteHigh Correlation
ATCDs personnels - Parite is highly correlated with ATCDs personnels ? Gestite and 1 other fieldsHigh Correlation
Echo - Nombre de l‚sions is highly correlated with IPHigh Correlation
IP is highly correlated with Echo - Nombre de l‚sionsHigh Correlation
ki67 is highly correlated with ATCDs familiaux de cancer - Degre de pariteHigh Correlation
ATCDs familiaux de cancer - Degre de parite is highly correlated with ki67High Correlation
Chimio 2 - Nbre cures recues is highly correlated with ATCDs personnels - Contraception and 16 other fieldsHigh Correlation
ATCDs personnels - Contraception is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
CDD-Nodules is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
CDD-Sx inflammatoires is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
IMC is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Clinicial taille Tm par mm is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Clinicaal TNM par N is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Echo-ADP axillaires is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Examens Scintigraphie osseuse is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Metastases is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Metastases viscerale is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Metastases Osseuses is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
RP% is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
ChimioTTT neo adjuvante - Nbre cures recues is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Chirurgie -Examen clinique avant chirurgie- Taille is highly correlated with Echo - Micro calcifications and 3 other fieldsHigh Correlation
Echo - Micro calcifications is highly correlated with Chirurgie -Examen clinique avant chirurgie- TailleHigh Correlation
Bilan d extension Rx thorax echo hepatique is highly correlated with Chirurgie -Examen clinique avant chirurgie- TailleHigh Correlation
trt HERceptin is highly correlated with Chirurgie -Examen clinique avant chirurgie- TailleHigh Correlation
Biologie pre operatoire - Ca 15-3 is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
anapath piece taille tm en mm is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Anapath piece pT is highly correlated with Chirurgie -Examen clinique avant chirurgie- TailleHigh Correlation
Anapath piece pM is highly correlated with Menopausee Depuis en anneesHigh Correlation
Menopausee Depuis en annees is highly correlated with Anapath piece pMHigh Correlation
Rxttt is highly correlated with Chimio 2 - Nbre cures recuesHigh Correlation
Rxttt dose is highly correlated with Rxttt Nb de seancesHigh Correlation
Rxttt Nb de seances is highly correlated with Rxttt doseHigh Correlation
Decede is highly correlated with VivantHigh Correlation
Vivant is highly correlated with DecedeHigh Correlation
Recidive EVolution PDV is highly correlated with Anapath piece pN and 1 other fieldsHigh Correlation
Anapath piece pN is highly correlated with Recidive EVolution PDVHigh Correlation
Score de chevalier is highly correlated with Recidive EVolution PDVHigh Correlation
Survie sans recidive is highly correlated with Survie globale par moisHigh Correlation
Survie globale par mois is highly correlated with Survie sans recidive High Correlation
IP has 27 (18.6%) missing values Missing
Statut Marital has 23 (15.9%) missing values Missing
Origine has 25 (17.2%) missing values Missing
ATCDs personnels - Contraception has 31 (21.4%) missing values Missing
ATCDs personnels - Contraception - Typeÿ has 135 (93.1%) missing values Missing
ATCDs personnels - Contraception - Duree has 126 (86.9%) missing values Missing
ATCDs personnels - Parite has 39 (26.9%) missing values Missing
ATCDs personnels ? Gestite has 40 (27.6%) missing values Missing
ATCD personnels Cancer du sein has 2 (1.4%) missing values Missing
ATCD Cancer du sien - Localisation has 142 (97.9%) missing values Missing
Cancer du sein Traitement has 143 (98.6%) missing values Missing
ATCDs familiaux de cancer - Localisation de la Tm has 120 (82.8%) missing values Missing
ATCDs familiaux de cancer - Degre de parite has 119 (82.1%) missing values Missing
Menopausee has 2 (1.4%) missing values Missing
Menopausee Depuis en annees has 94 (64.8%) missing values Missing
Unnamed: 30 has 145 (100.0%) missing values Missing
Delai entre 1er symptome et le diagnostic par mois has 25 (17.2%) missing values Missing
Etat general OMS has 5 (3.4%) missing values Missing
Poids has 40 (27.6%) missing values Missing
Taille has 42 (29.0%) missing values Missing
IMC has 42 (29.0%) missing values Missing
Clinicial NB lesions S has 4 (2.8%) missing values Missing
Clinical localisation ADP has 142 (97.9%) missing values Missing
Clinicial taille Tm par mm has 36 (24.8%) missing values Missing
Clinical TNM par T has 13 (9.0%) missing values Missing
Clinicaal TNM par N has 33 (22.8%) missing values Missing
Clinicial -PEV has 21 (14.5%) missing values Missing
Echo - Nombre de l‚sions has 90 (62.1%) missing values Missing
Echo - Micro calcifications has 129 (89.0%) missing values Missing
Echo - ACR has 46 (31.7%) missing values Missing
Echo-ADP axillaires has 27 (18.6%) missing values Missing
Echo ADP axillaires NB has 67 (46.2%) missing values Missing
CA 15-3 initial U-ml has 86 (59.3%) missing values Missing
Bilan d extension Rx thorax echo hepatique has 2 (1.4%) missing values Missing
TDM cerebrale has 3 (2.1%) missing values Missing
Metastases - Uniques Multiples has 117 (80.7%) missing values Missing
Metastases -Diagnostic des meta avant chirurgie -apres chirurgie has 117 (80.7%) missing values Missing
SBR has 22 (15.2%) missing values Missing
Nombre de mitose 10 champ has 83 (57.2%) missing values Missing
HER 2 has 3 (2.1%) missing values Missing
RP% has 3 (2.1%) missing values Missing
RE% has 2 (1.4%) missing values Missing
ki67 has 115 (79.3%) missing values Missing
EV has 81 (55.9%) missing values Missing
trt HERceptin has 27 (18.6%) missing values Missing
ChimioTTT neo adjuvante - Protocoles et doses has 4 (2.8%) missing values Missing
ChimioTTT neo adjuvante - Nbre cures recues has 11 (7.6%) missing values Missing
ChimioTTT neo adjuvante -Toxicites has 17 (11.7%) missing values Missing
Chimio 2eme ligne has 2 (1.4%) missing values Missing
Chimio - Indication has 141 (97.2%) missing values Missing
Chimio 2- Protocole et doses has 142 (97.9%) missing values Missing
Chimio 2 - Nbre cures recues has 142 (97.9%) missing values Missing
Chimio 2 - Toxicite has 144 (99.3%) missing values Missing
Chirurgie -Examen clinique avant chirurgie- Taille has 141 (97.2%) missing values Missing
TNM has 134 (92.4%) missing values Missing
Biologie pre operatoire - Ca 15-3 has 138 (95.2%) missing values Missing
SI 1 precisez has 131 (90.3%) missing values Missing
Anapath piece type histo has 40 (27.6%) missing values Missing
anapath piece taille tm en mm has 13 (9.0%) missing values Missing
Anapath NB Gg envahis has 3 (2.1%) missing values Missing
Anapath piece SBR has 53 (36.6%) missing values Missing
Anapath piece marges d exrese has 2 (1.4%) missing values Missing
Anapath piece EV has 46 (31.7%) missing values Missing
Anapath piece EPN has 64 (44.1%) missing values Missing
Anapath piece pT has 93 (64.1%) missing values Missing
Anapath piece pN has 95 (65.5%) missing values Missing
Anapath piece pM has 132 (91.0%) missing values Missing
Score de Sataloff Gg has 39 (26.9%) missing values Missing
Score de chevalier has 110 (75.9%) missing values Missing
Rxttt indication has 5 (3.4%) missing values Missing
Rxttt site d irradiation has 10 (6.9%) missing values Missing
Rxttt Nb de seances has 12 (8.3%) missing values Missing
Rxttt dose has 12 (8.3%) missing values Missing
Hormonottt 1-0 has 3 (2.1%) missing values Missing
Hormonottt protocole has 40 (27.6%) missing values Missing
Hormonottt dose mg has 40 (27.6%) missing values Missing
Reponse au ttt has 2 (1.4%) missing values Missing
Vivant has 7 (4.8%) missing values Missing
Decede has 7 (4.8%) missing values Missing
Evolution Recidive has 8 (5.5%) missing values Missing
Recidive siege has 110 (75.9%) missing values Missing
Recidive trt has 124 (85.5%) missing values Missing
Recidive EVolution PDV has 133 (91.7%) missing values Missing
Recidive evolution deces ou 0 has 144 (99.3%) missing values Missing
Remissions ou en cours de trt has 143 (98.6%) missing values Missing
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysis Rejected
ATCDs personnels - Parite has 28 (19.3%) zeros Zeros
ATCDs personnels ? Gestite has 28 (19.3%) zeros Zeros
RP% has 55 (37.9%) zeros Zeros
RE% has 35 (24.1%) zeros Zeros
anapath piece taille tm en mm has 39 (26.9%) zeros Zeros
Anapath NB Gg envahis has 68 (46.9%) zeros Zeros

Variables

Nom
Categorical

Distinct count20
Unique (%)13.8%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
B
25
E
23
A
17
S
13
M
 
11
Other values (15)
56
ValueCountFrequency (%) 
B 25 17.2%
 
E 23 15.9%
 
A 17 11.7%
 
S 13 9.0%
 
M 11 7.6%
 
L 11 7.6%
 
H 10 6.9%
 
K 7 4.8%
 
Z 4 2.8%
 
J 4 2.8%
 
Other values (10) 20 13.8%
 

Length

Max length2
Mean length1.006896552
Min length1
ValueCountFrequency (%) 
Uppercase_Letter 19 95.0%
 
Space_Separator 1 5.0%
 
ValueCountFrequency (%) 
Latin 19 95.0%
 
Common 1 5.0%
 
ValueCountFrequency (%) 
ASCII 20 100.0%
 

Prenom
Categorical

Distinct count18
Unique (%)12.5%
Missing1
Missing (%)0.7%
Memory size1.3 KiB
F
34
H
16
A
14
S
13
M
 
10
Other values (13)
57
ValueCountFrequency (%) 
F 34 23.4%
 
H 16 11.0%
 
A 14 9.7%
 
S 13 9.0%
 
M 10 6.9%
 
Z 8 5.5%
 
T 8 5.5%
 
Y 7 4.8%
 
R 7 4.8%
 
K 7 4.8%
 
Other values (8) 20 13.8%
 

Length

Max length3
Mean length1.013793103
Min length1
ValueCountFrequency (%) 
Uppercase_Letter 18 90.0%
 
Lowercase_Letter 2 10.0%
 
ValueCountFrequency (%) 
Latin 20 100.0%
 
ValueCountFrequency (%) 
ASCII 20 100.0%
 

IP
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count118
Unique (%)100.0%
Missing27
Missing (%)18.6%
Infinite0
Infinite (%)0.0%
Mean128195.6864
Minimum302
Maximum922889
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum302
5-th percentile20264.2
Q169277.5
median122402
Q3170129.25
95-th percentile219851.25
Maximum922889
Range922587
Interquartile range (IQR)100851.75

Descriptive statistics

Standard deviation96509.86797
Coefficient of variation (CV)0.7528324131
Kurtosis38.67522339
Mean128195.6864
Median Absolute Deviation (MAD)59340.2913
Skewness4.74901144
Sum15127091
Variance9314154615
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
187839 1 0.7%
 
65256 1 0.7%
 
134642 1 0.7%
 
129507 1 0.7%
 
149391 1 0.7%
 
160412 1 0.7%
 
139728 1 0.7%
 
120877 1 0.7%
 
84274 1 0.7%
 
70281 1 0.7%
 
Other values (108) 108 74.5%
 
(Missing) 27 18.6%
 
ValueCountFrequency (%) 
302 1 0.7%
 
997 1 0.7%
 
1283 1 0.7%
 
1792 1 0.7%
 
3196 1 0.7%
 
ValueCountFrequency (%) 
922889 1 0.7%
 
257151 1 0.7%
 
227280 1 0.7%
 
223466 1 0.7%
 
222660 1 0.7%
 

Age
Real number (ℝ≥0)

Distinct count48
Unique (%)33.3%
Missing1
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean49.65972222
Minimum23
Maximum79
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum23
5-th percentile31.15
Q142.75
median49
Q357.25
95-th percentile68.85
Maximum79
Range56
Interquartile range (IQR)14.5

Descriptive statistics

Standard deviation11.04229833
Coefficient of variation (CV)0.2223592448
Kurtosis-0.06685642983
Mean49.65972222
Median Absolute Deviation (MAD)8.724151235
Skewness0.2192963284
Sum7151
Variance121.9323524
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
46 11 7.6%
 
49 8 5.5%
 
53 8 5.5%
 
59 6 4.1%
 
51 6 4.1%
 
43 5 3.4%
 
60 5 3.4%
 
41 5 3.4%
 
48 5 3.4%
 
57 5 3.4%
 
Other values (38) 80 55.2%
 
ValueCountFrequency (%) 
23 1 0.7%
 
28 2 1.4%
 
29 2 1.4%
 
30 1 0.7%
 
31 2 1.4%
 
ValueCountFrequency (%) 
79 1 0.7%
 
76 2 1.4%
 
75 1 0.7%
 
73 1 0.7%
 
71 1 0.7%
 

Statut Marital
Categorical

MISSING
Distinct count4
Unique (%)3.3%
Missing23
Missing (%)15.9%
Memory size1.3 KiB
Mariee
88
Celibataire
29
Veuve
 
3
Divorcee
 
2
ValueCountFrequency (%) 
Mariee 88 60.7%
 
Celibataire 29 20.0%
 
Veuve 3 2.1%
 
Divorcee 2 1.4%
 
(Missing) 23 15.9%
 

Length

Max length11
Mean length6.531034483
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 12 75.0%
 
Uppercase_Letter 4 25.0%
 
ValueCountFrequency (%) 
Latin 16 100.0%
 
ValueCountFrequency (%) 
ASCII 16 100.0%
 

Origine
Categorical

MISSING
Distinct count8
Unique (%)6.7%
Missing25
Missing (%)17.2%
Memory size1.3 KiB
Nador
40
Oujda
36
Berkane
18
Taourirt
10
Guercif
9
Other values (3)
 
7
ValueCountFrequency (%) 
Nador 40 27.6%
 
Oujda 36 24.8%
 
Berkane 18 12.4%
 
Taourirt 10 6.9%
 
Guercif 9 6.2%
 
Laayoune 3 2.1%
 
Jerada 3 2.1%
 
TAZA 1 0.7%
 
(Missing) 25 17.2%
 

Length

Max length8
Mean length5.310344828
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 14 60.9%
 
Uppercase_Letter 9 39.1%
 
ValueCountFrequency (%) 
Latin 23 100.0%
 
ValueCountFrequency (%) 
ASCII 23 100.0%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
131
1
 
14
ValueCountFrequency (%) 
0 131 90.3%
 
1 14 9.7%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
128
1
 
17
ValueCountFrequency (%) 
0 128 88.3%
 
1 17 11.7%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
140
1
 
5
ValueCountFrequency (%) 
0 140 96.6%
 
1 5 3.4%
 

ATCDs personnels - Contraception
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)1.8%
Missing31
Missing (%)21.4%
Memory size1.3 KiB
0
65
1
49
(Missing)
31
ValueCountFrequency (%) 
0 65 44.8%
 
1 49 33.8%
 
(Missing) 31 21.4%
 
Distinct count1
Unique (%)10.0%
Missing135
Missing (%)93.1%
Memory size1.3 KiB
op
10
ValueCountFrequency (%) 
op 10 6.9%
 
(Missing) 135 93.1%
 

Length

Max length3
Mean length2.931034483
Min length2
ValueCountFrequency (%) 
Lowercase_Letter 4 100.0%
 
ValueCountFrequency (%) 
Latin 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

ATCDs personnels - Contraception - Duree
Real number (ℝ≥0)

MISSING
Distinct count12
Unique (%)63.2%
Missing126
Missing (%)86.9%
Infinite0
Infinite (%)0.0%
Mean11.73684211
Minimum2
Maximum23
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum2
5-th percentile2
Q15
median15
Q315.5
95-th percentile20.3
Maximum23
Range21
Interquartile range (IQR)10.5

Descriptive statistics

Standard deviation6.805570474
Coefficient of variation (CV)0.5798468117
Kurtosis-1.277503013
Mean11.73684211
Median Absolute Deviation (MAD)5.855955679
Skewness-0.1312885914
Sum223
Variance46.31578947
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
15 5 3.4%
 
20 2 1.4%
 
2 2 1.4%
 
3 2 1.4%
 
9 1 0.7%
 
10 1 0.7%
 
4 1 0.7%
 
6 1 0.7%
 
16 1 0.7%
 
19 1 0.7%
 
Other values (2) 2 1.4%
 
(Missing) 126 86.9%
 
ValueCountFrequency (%) 
2 2 1.4%
 
3 2 1.4%
 
4 1 0.7%
 
6 1 0.7%
 
9 1 0.7%
 
ValueCountFrequency (%) 
23 1 0.7%
 
20 2 1.4%
 
19 1 0.7%
 
16 1 0.7%
 
15 5 3.4%
 

ATCDs personnels - Parite
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS
Distinct count11
Unique (%)10.4%
Missing39
Missing (%)26.9%
Infinite0
Infinite (%)0.0%
Mean2.726415094
Minimum0
Maximum13
Zeros28
Zeros (%)19.3%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.5
Q34
95-th percentile7.75
Maximum13
Range13
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.561744268
Coefficient of variation (CV)0.9396017037
Kurtosis1.689601619
Mean2.726415094
Median Absolute Deviation (MAD)1.971698113
Skewness1.145977807
Sum289
Variance6.562533693
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 28 19.3%
 
3 21 14.5%
 
2 15 10.3%
 
4 12 8.3%
 
1 10 6.9%
 
5 6 4.1%
 
7 5 3.4%
 
6 3 2.1%
 
8 3 2.1%
 
9 2 1.4%
 
(Missing) 39 26.9%
 
ValueCountFrequency (%) 
0 28 19.3%
 
1 10 6.9%
 
2 15 10.3%
 
3 21 14.5%
 
4 12 8.3%
 
ValueCountFrequency (%) 
13 1 0.7%
 
9 2 1.4%
 
8 3 2.1%
 
7 5 3.4%
 
6 3 2.1%
 

ATCDs personnels ? Gestite
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS
Distinct count12
Unique (%)11.4%
Missing40
Missing (%)27.6%
Infinite0
Infinite (%)0.0%
Mean2.933333333
Minimum0
Maximum13
Zeros28
Zeros (%)19.3%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q34
95-th percentile7.8
Maximum13
Range13
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.725473377
Coefficient of variation (CV)0.9291386512
Kurtosis1.073292781
Mean2.933333333
Median Absolute Deviation (MAD)2.126984127
Skewness1.001028302
Sum308
Variance7.428205128
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 28 19.3%
 
3 18 12.4%
 
2 13 9.0%
 
4 12 8.3%
 
1 9 6.2%
 
5 7 4.8%
 
7 7 4.8%
 
6 5 3.4%
 
8 3 2.1%
 
11 1 0.7%
 
Other values (2) 2 1.4%
 
(Missing) 40 27.6%
 
ValueCountFrequency (%) 
0 28 19.3%
 
1 9 6.2%
 
2 13 9.0%
 
3 18 12.4%
 
4 12 8.3%
 
ValueCountFrequency (%) 
13 1 0.7%
 
11 1 0.7%
 
9 1 0.7%
 
8 3 2.1%
 
7 7 4.8%
 
Distinct count2
Unique (%)1.4%
Missing2
Missing (%)1.4%
Memory size1.3 KiB
0
139
1
 
4
(Missing)
 
2
ValueCountFrequency (%) 
0 139 95.9%
 
1 4 2.8%
 
(Missing) 2 1.4%
 
Distinct count2
Unique (%)66.7%
Missing142
Missing (%)97.9%
Memory size1.3 KiB
D
2
G
1
ValueCountFrequency (%) 
D 2 1.4%
 
G 1 0.7%
 
(Missing) 142 97.9%
 

Length

Max length3
Mean length2.95862069
Min length1
ValueCountFrequency (%) 
Uppercase_Letter 2 50.0%
 
Lowercase_Letter 2 50.0%
 
ValueCountFrequency (%) 
Latin 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Cancer du sein Traitement
Categorical

MISSING
Distinct count1
Unique (%)50.0%
Missing143
Missing (%)98.6%
Memory size1.3 KiB
Tumerectomie
2
ValueCountFrequency (%) 
Tumerectomie 2 1.4%
 
(Missing) 143 98.6%
 

Length

Max length12
Mean length3.124137931
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 10 90.9%
 
Uppercase_Letter 1 9.1%
 
ValueCountFrequency (%) 
Latin 11 100.0%
 
ValueCountFrequency (%) 
ASCII 11 100.0%
 
Distinct count1
Unique (%)0.7%
Missing1
Missing (%)0.7%
Memory size1.3 KiB
0
144
(Missing)
 
1
ValueCountFrequency (%) 
0 144 99.3%
 
(Missing) 1 0.7%
 
Distinct count2
Unique (%)1.4%
Missing1
Missing (%)0.7%
Memory size1.3 KiB
0
117
1
27
(Missing)
 
1
ValueCountFrequency (%) 
0 117 80.7%
 
1 27 18.6%
 
(Missing) 1 0.7%
 
Distinct count6
Unique (%)24.0%
Missing120
Missing (%)82.8%
Memory size1.3 KiB
sein
14
Sein
7
poumon
 
1
ORL
 
1
sang
 
1
ValueCountFrequency (%) 
sein 14 9.7%
 
Sein 7 4.8%
 
poumon 1 0.7%
 
ORL 1 0.7%
 
sang 1 0.7%
 
COLON 1 0.7%
 
(Missing) 120 82.8%
 

Length

Max length6
Mean length3.186206897
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 10 62.5%
 
Uppercase_Letter 6 37.5%
 
ValueCountFrequency (%) 
Latin 16 100.0%
 
ValueCountFrequency (%) 
ASCII 16 100.0%
 

ATCDs familiaux de cancer - Degre de parite
Categorical

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)7.7%
Missing119
Missing (%)82.1%
Memory size1.3 KiB
1
17
2
9
ValueCountFrequency (%) 
1 17 11.7%
 
2 9 6.2%
 
(Missing) 119 82.1%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

Menopausee
Boolean

MISSING
Distinct count2
Unique (%)1.4%
Missing2
Missing (%)1.4%
Memory size1.3 KiB
0
82
1
61
(Missing)
 
2
ValueCountFrequency (%) 
0 82 56.6%
 
1 61 42.1%
 
(Missing) 2 1.4%
 

Menopausee Depuis en annees
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count19
Unique (%)37.3%
Missing94
Missing (%)64.8%
Infinite0
Infinite (%)0.0%
Mean9.647058824
Minimum1
Maximum30
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q13
median8
Q315
95-th percentile23.5
Maximum30
Range29
Interquartile range (IQR)12

Descriptive statistics

Standard deviation7.799547498
Coefficient of variation (CV)0.8084896797
Kurtosis-0.2335139871
Mean9.647058824
Median Absolute Deviation (MAD)6.461361015
Skewness0.8137014422
Sum492
Variance60.83294118
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 7 4.8%
 
5 7 4.8%
 
10 4 2.8%
 
15 4 2.8%
 
2 4 2.8%
 
3 3 2.1%
 
22 3 2.1%
 
20 2 1.4%
 
14 2 1.4%
 
9 2 1.4%
 
Other values (9) 13 9.0%
 
(Missing) 94 64.8%
 
ValueCountFrequency (%) 
1 7 4.8%
 
2 4 2.8%
 
3 3 2.1%
 
4 2 1.4%
 
5 7 4.8%
 
ValueCountFrequency (%) 
30 1 0.7%
 
27 1 0.7%
 
25 1 0.7%
 
22 3 2.1%
 
20 2 1.4%
 

CDD-Nodules
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
1
128
0
 
17
ValueCountFrequency (%) 
1 128 88.3%
 
0 17 11.7%
 

CDD-Sx inflammatoires
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
123
1
 
22
ValueCountFrequency (%) 
0 123 84.8%
 
1 22 15.2%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
136
1
 
9
ValueCountFrequency (%) 
0 136 93.8%
 
1 9 6.2%
 

CDD-ADP
Boolean

Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
138
1
 
7
ValueCountFrequency (%) 
0 138 95.2%
 
1 7 4.8%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
144
1
 
1
ValueCountFrequency (%) 
0 144 99.3%
 
1 1 0.7%
 

CDD-DLR
Boolean

Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
119
1
26
ValueCountFrequency (%) 
0 119 82.1%
 
1 26 17.9%
 

Unnamed: 30
Unsupported

MISSING
REJECTED
UNSUPPORTED
Missing145
Missing (%)100.0%
Memory size1.3 KiB
Distinct count18
Unique (%)15.0%
Missing25
Missing (%)17.2%
Infinite0
Infinite (%)0.0%
Mean7.925
Minimum0
Maximum60
Zeros1
Zeros (%)0.7%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile1
Q12
median4
Q310
95-th percentile24.6
Maximum60
Range60
Interquartile range (IQR)8

Descriptive statistics

Standard deviation11.22659096
Coefficient of variation (CV)1.416604537
Kurtosis7.465216043
Mean7.925
Median Absolute Deviation (MAD)7.456666667
Skewness2.664587467
Sum951
Variance126.0363445
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 27 18.6%
 
2 20 13.8%
 
6 12 8.3%
 
3 11 7.6%
 
12 10 6.9%
 
4 9 6.2%
 
24 8 5.5%
 
5 7 4.8%
 
48 4 2.8%
 
10 3 2.1%
 
Other values (8) 9 6.2%
 
(Missing) 25 17.2%
 
ValueCountFrequency (%) 
0 1 0.7%
 
1 27 18.6%
 
2 20 13.8%
 
3 11 7.6%
 
4 9 6.2%
 
ValueCountFrequency (%) 
60 1 0.7%
 
48 4 2.8%
 
36 1 0.7%
 
24 8 5.5%
 
18 1 0.7%
 

Etat general OMS
Categorical

MISSING
Distinct count4
Unique (%)2.9%
Missing5
Missing (%)3.4%
Memory size1.3 KiB
1
77
0
60
3
 
2
2
 
1
ValueCountFrequency (%) 
1 77 53.1%
 
0 60 41.4%
 
3 2 1.4%
 
2 1 0.7%
 
(Missing) 5 3.4%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Poids
Real number (ℝ≥0)

MISSING
Distinct count45
Unique (%)42.9%
Missing40
Missing (%)27.6%
Infinite0
Infinite (%)0.0%
Mean69.19047619
Minimum37
Maximum107
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum37
5-th percentile48.2
Q159
median66
Q379
95-th percentile93.4
Maximum107
Range70
Interquartile range (IQR)20

Descriptive statistics

Standard deviation14.72314716
Coefficient of variation (CV)0.2127915281
Kurtosis-0.2574329592
Mean69.19047619
Median Absolute Deviation (MAD)12.11519274
Skewness0.3685909209
Sum7265
Variance216.7710623
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
75 7 4.8%
 
60 6 4.1%
 
85 6 4.1%
 
65 6 4.1%
 
63 6 4.1%
 
58 5 3.4%
 
74 4 2.8%
 
66 4 2.8%
 
80 4 2.8%
 
90 3 2.1%
 
Other values (35) 54 37.2%
 
(Missing) 40 27.6%
 
ValueCountFrequency (%) 
37 1 0.7%
 
42 1 0.7%
 
45 1 0.7%
 
47 1 0.7%
 
48 2 1.4%
 
ValueCountFrequency (%) 
107 1 0.7%
 
105 1 0.7%
 
104 1 0.7%
 
99 2 1.4%
 
94 1 0.7%
 

Taille
Real number (ℝ≥0)

MISSING
Distinct count33
Unique (%)32.0%
Missing42
Missing (%)29.0%
Infinite0
Infinite (%)0.0%
Mean6.05184466
Minimum1.4
Maximum159
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum1.4
5-th percentile1.47
Q11.55
median1.6
Q31.65
95-th percentile1.748
Maximum159
Range157.6
Interquartile range (IQR)0.1

Descriptive statistics

Standard deviation25.87226654
Coefficient of variation (CV)4.275104203
Kurtosis30.96061789
Mean6.05184466
Median Absolute Deviation (MAD)8.657174097
Skewness5.687152092
Sum623.34
Variance669.374176
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.65 9 6.2%
 
1.64 8 5.5%
 
1.6 8 5.5%
 
1.57 8 5.5%
 
1.5 8 5.5%
 
1.58 6 4.1%
 
1.56 6 4.1%
 
1.7 4 2.8%
 
1.53 3 2.1%
 
1.52 3 2.1%
 
Other values (23) 40 27.6%
 
(Missing) 42 29.0%
 
ValueCountFrequency (%) 
1.4 1 0.7%
 
1.43 1 0.7%
 
1.45 2 1.4%
 
1.46 1 0.7%
 
1.47 2 1.4%
 
ValueCountFrequency (%) 
159 1 0.7%
 
153 1 0.7%
 
152 1 0.7%
 
1.8 2 1.4%
 
1.75 1 0.7%
 

IMC
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count56
Unique (%)54.4%
Missing42
Missing (%)29.0%
Infinite0
Infinite (%)0.0%
Mean26.69320388
Minimum17
Maximum40
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum17
5-th percentile19.01
Q123.15
median26.6
Q330
95-th percentile36
Maximum40
Range23
Interquartile range (IQR)6.85

Descriptive statistics

Standard deviation5.019281687
Coefficient of variation (CV)0.1880359401
Kurtosis-0.1797027507
Mean26.69320388
Median Absolute Deviation (MAD)4.031972853
Skewness0.3555939219
Sum2749.4
Variance25.19318865
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
30 9 6.2%
 
27 9 6.2%
 
24 5 3.4%
 
33 4 2.8%
 
26 4 2.8%
 
25 4 2.8%
 
21 4 2.8%
 
29 4 2.8%
 
32 3 2.1%
 
36 3 2.1%
 
Other values (46) 54 37.2%
 
(Missing) 42 29.0%
 
ValueCountFrequency (%) 
17 2 1.4%
 
18 2 1.4%
 
18.7 1 0.7%
 
18.9 1 0.7%
 
20 3 2.1%
 
ValueCountFrequency (%) 
40 1 0.7%
 
39 1 0.7%
 
38 1 0.7%
 
37 1 0.7%
 
36 3 2.1%
 

Clinicial NB lesions S
Categorical

MISSING
Distinct count3
Unique (%)2.1%
Missing4
Missing (%)2.8%
Memory size1.3 KiB
1
133
2
 
6
3
 
2
ValueCountFrequency (%) 
1 133 91.7%
 
2 6 4.1%
 
3 2 1.4%
 
(Missing) 4 2.8%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 
Distinct count3
Unique (%)2.1%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
D
71
G
70
D,G
 
4
ValueCountFrequency (%) 
D 71 49.0%
 
G 70 48.3%
 
D,G 4 2.8%
 

Length

Max length3
Mean length1.537931034
Min length1
ValueCountFrequency (%) 
Uppercase_Letter 2 50.0%
 
Space_Separator 1 25.0%
 
Other_Punctuation 1 25.0%
 
ValueCountFrequency (%) 
Latin 2 50.0%
 
Common 2 50.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Clinical localisation ADP
Categorical

MISSING
Distinct count2
Unique (%)66.7%
Missing142
Missing (%)97.9%
Memory size1.3 KiB
AX D
2
AX G
1
ValueCountFrequency (%) 
AX D 2 1.4%
 
AX G 1 0.7%
 
(Missing) 142 97.9%
 

Length

Max length5
Mean length3.04137931
Min length3
ValueCountFrequency (%) 
Uppercase_Letter 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Space_Separator 1 14.3%
 
ValueCountFrequency (%) 
Latin 6 85.7%
 
Common 1 14.3%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Clinicial taille Tm par mm
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count13
Unique (%)11.9%
Missing36
Missing (%)24.8%
Infinite0
Infinite (%)0.0%
Mean55.64220183
Minimum20
Maximum130
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum20
5-th percentile25
Q140
median50
Q370
95-th percentile100
Maximum130
Range110
Interquartile range (IQR)30

Descriptive statistics

Standard deviation24.4958511
Coefficient of variation (CV)0.4402387089
Kurtosis0.4475636723
Mean55.64220183
Median Absolute Deviation (MAD)19.56148472
Skewness0.8883676176
Sum6065
Variance600.046721
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
40 21 14.5%
 
50 20 13.8%
 
30 15 10.3%
 
60 12 8.3%
 
80 11 7.6%
 
70 10 6.9%
 
100 6 4.1%
 
20 5 3.4%
 
120 3 2.1%
 
90 2 1.4%
 
Other values (3) 4 2.8%
 
(Missing) 36 24.8%
 
ValueCountFrequency (%) 
20 5 3.4%
 
25 2 1.4%
 
30 15 10.3%
 
40 21 14.5%
 
50 20 13.8%
 
ValueCountFrequency (%) 
130 1 0.7%
 
120 3 2.1%
 
100 6 4.1%
 
90 2 1.4%
 
80 11 7.6%
 

Clinical TNM par T
Categorical

MISSING
Distinct count4
Unique (%)3.0%
Missing13
Missing (%)9.0%
Memory size1.3 KiB
4
113
3
 
10
2
 
8
1
 
1
ValueCountFrequency (%) 
4 113 77.9%
 
3 10 6.9%
 
2 8 5.5%
 
1 1 0.7%
 
(Missing) 13 9.0%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

Clinicaal TNM par N
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)3.6%
Missing33
Missing (%)22.8%
Memory size1.3 KiB
1
58
0
43
2
 
10
3
 
1
ValueCountFrequency (%) 
1 58 40.0%
 
0 43 29.7%
 
2 10 6.9%
 
3 1 0.7%
 
(Missing) 33 22.8%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Clinicial -PEV
Categorical

MISSING
Distinct count2
Unique (%)1.6%
Missing21
Missing (%)14.5%
Memory size1.3 KiB
2
111
0
 
13
ValueCountFrequency (%) 
2 111 76.6%
 
0 13 9.0%
 
(Missing) 21 14.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 2 40.0%
 
Lowercase_Letter 2 40.0%
 
Other_Punctuation 1 20.0%
 
ValueCountFrequency (%) 
Common 3 60.0%
 
Latin 2 40.0%
 
ValueCountFrequency (%) 
ASCII 5 100.0%
 

Echo - Nombre de l‚sions
Categorical

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)3.6%
Missing90
Missing (%)62.1%
Memory size1.3 KiB
1
54
2
 
1
ValueCountFrequency (%) 
1 54 37.2%
 
2 1 0.7%
 
(Missing) 90 62.1%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 
Distinct count28
Unique (%)19.4%
Missing1
Missing (%)0.7%
Memory size1.3 KiB
Sein D
31
Sein G
29
QSE Sein D
18
QSE Sein G
16
QSI Sein D
 
5
Other values (23)
45
ValueCountFrequency (%) 
Sein D 31 21.4%
 
Sein G 29 20.0%
 
QSE Sein D 18 12.4%
 
QSE Sein G 16 11.0%
 
QSI Sein D 5 3.4%
 
J QSE/QSI Sein G 5 3.4%
 
J QSE/QIE Sein D 4 2.8%
 
QIE Sein G 4 2.8%
 
retrom Sein G 3 2.1%
 
QS Sein G 3 2.1%
 
Other values (18) 26 17.9%
 

Length

Max length16
Mean length9.268965517
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 9 50.0%
 
Uppercase_Letter 7 38.9%
 
Space_Separator 1 5.6%
 
Other_Punctuation 1 5.6%
 
ValueCountFrequency (%) 
Latin 16 88.9%
 
Common 2 11.1%
 
ValueCountFrequency (%) 
ASCII 18 100.0%
 

Echo - Micro calcifications
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)12.5%
Missing129
Missing (%)89.0%
Memory size1.3 KiB
0
 
12
1
 
4
(Missing)
129
ValueCountFrequency (%) 
0 12 8.3%
 
1 4 2.8%
 
(Missing) 129 89.0%
 

Echo - ACR
Categorical

MISSING
Distinct count4
Unique (%)4.0%
Missing46
Missing (%)31.7%
Memory size1.3 KiB
5
58
4
38
3
 
2
2
 
1
ValueCountFrequency (%) 
5 58 40.0%
 
4 38 26.2%
 
3 2 1.4%
 
2 1 0.7%
 
(Missing) 46 31.7%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

Echo-ADP axillaires
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)1.7%
Missing27
Missing (%)18.6%
Memory size1.3 KiB
1
82
0
36
(Missing)
27
ValueCountFrequency (%) 
1 82 56.6%
 
0 36 24.8%
 
(Missing) 27 18.6%
 

Echo ADP axillaires NB
Categorical

MISSING
Distinct count4
Unique (%)5.1%
Missing67
Missing (%)46.2%
Memory size1.3 KiB
0
24
plusieurs
22
1
22
2
10
ValueCountFrequency (%) 
0 24 16.6%
 
plusieurs 22 15.2%
 
1 22 15.2%
 
2 10 6.9%
 
(Missing) 67 46.2%
 

Length

Max length9
Mean length3.137931034
Min length1
ValueCountFrequency (%) 
Lowercase_Letter 9 75.0%
 
Decimal_Number 3 25.0%
 
ValueCountFrequency (%) 
Latin 9 75.0%
 
Common 3 25.0%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 

CA 15-3 initial U-ml
Real number (ℝ≥0)

MISSING
Distinct count55
Unique (%)93.2%
Missing86
Missing (%)59.3%
Infinite0
Infinite (%)0.0%
Mean42.14762712
Minimum5
Maximum622
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum5
5-th percentile6.963
Q110.83
median18
Q344.8
95-th percentile117.34
Maximum622
Range617
Interquartile range (IQR)33.97

Descriptive statistics

Standard deviation83.81065825
Coefficient of variation (CV)1.988502413
Kurtosis40.83494346
Mean42.14762712
Median Absolute Deviation (MAD)37.00611319
Skewness6.004132063
Sum2486.71
Variance7024.226436
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10 3 2.1%
 
18 2 1.4%
 
15.3 2 1.4%
 
45 1 0.7%
 
7 1 0.7%
 
7.5 1 0.7%
 
622 1 0.7%
 
27 1 0.7%
 
11 1 0.7%
 
5 1 0.7%
 
Other values (45) 45 31.0%
 
(Missing) 86 59.3%
 
ValueCountFrequency (%) 
5 1 0.7%
 
6 1 0.7%
 
6.63 1 0.7%
 
7 1 0.7%
 
7.5 1 0.7%
 
ValueCountFrequency (%) 
622 1 0.7%
 
164 1 0.7%
 
160 1 0.7%
 
112.6 1 0.7%
 
93.7 1 0.7%
 

Bilan d extension Rx thorax echo hepatique
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)1.4%
Missing2
Missing (%)1.4%
Memory size1.3 KiB
0
95
1
48
(Missing)
 
2
ValueCountFrequency (%) 
0 95 65.5%
 
1 48 33.1%
 
(Missing) 2 1.4%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
1
141
0
 
4
ValueCountFrequency (%) 
1 141 97.2%
 
0 4 2.8%
 

Examens Scintigraphie osseuse
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
84
1
61
ValueCountFrequency (%) 
0 84 57.9%
 
1 61 42.1%
 

TDM cerebrale
Boolean

MISSING
Distinct count2
Unique (%)1.4%
Missing3
Missing (%)2.1%
Memory size1.3 KiB
0
136
1
 
6
(Missing)
 
3
ValueCountFrequency (%) 
0 136 93.8%
 
1 6 4.1%
 
(Missing) 3 2.1%
 

Metastases
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
112
1
33
ValueCountFrequency (%) 
0 112 77.2%
 
1 33 22.8%
 
Distinct count4
Unique (%)14.3%
Missing117
Missing (%)80.7%
Memory size1.3 KiB
Multiples
23
Unique
 
2
Uniques
 
2
multiples
 
1
ValueCountFrequency (%) 
Multiples 23 15.9%
 
Unique 2 1.4%
 
Uniques 2 1.4%
 
multiples 1 0.7%
 
(Missing) 117 80.7%
 

Length

Max length9
Mean length4.089655172
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 11 84.6%
 
Uppercase_Letter 2 15.4%
 
ValueCountFrequency (%) 
Latin 13 100.0%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

Metastases viscerale
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
128
1
 
17
ValueCountFrequency (%) 
0 128 88.3%
 
1 17 11.7%
 

Metastases Osseuses
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
125
1
 
20
ValueCountFrequency (%) 
0 125 86.2%
 
1 20 13.8%
 
Distinct count3
Unique (%)10.7%
Missing117
Missing (%)80.7%
Memory size1.3 KiB
avant
24
apres
 
3
avant
 
1
ValueCountFrequency (%) 
avant 24 16.6%
 
apres 3 2.1%
 
avant 1 0.7%
 
(Missing) 117 80.7%
 

Length

Max length6
Mean length3.393103448
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 8 88.9%
 
Space_Separator 1 11.1%
 
ValueCountFrequency (%) 
Latin 8 88.9%
 
Common 1 11.1%
 
ValueCountFrequency (%) 
ASCII 9 100.0%
 

Type biopsie
Categorical

Distinct count3
Unique (%)2.1%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
TRUCUT
131
CHIRURGICALE
 
12
ADP
 
2
ValueCountFrequency (%) 
TRUCUT 131 90.3%
 
CHIRURGICALE 12 8.3%
 
ADP 2 1.4%
 

Length

Max length12
Mean length6.455172414
Min length3
ValueCountFrequency (%) 
Uppercase_Letter 12 100.0%
 
ValueCountFrequency (%) 
Latin 12 100.0%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 
Distinct count7
Unique (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
CCI
96
CINOS
23
CLI
 
15
Carcinome mucineux inf
 
4
Lymphangite carcinomateuse
 
4
Other values (2)
 
3
ValueCountFrequency (%) 
CCI 96 66.2%
 
CINOS 23 15.9%
 
CLI 15 10.3%
 
Carcinome mucineux inf 4 2.8%
 
Lymphangite carcinomateuse 4 2.8%
 
Carcinome peu diff 2 1.4%
 
Carcinome micropapllaire 1 0.7%
 

Length

Max length26
Mean length4.827586207
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 19 73.1%
 
Uppercase_Letter 6 23.1%
 
Space_Separator 1 3.8%
 
ValueCountFrequency (%) 
Latin 25 96.2%
 
Common 1 3.8%
 
ValueCountFrequency (%) 
ASCII 26 100.0%
 

SBR
Categorical

MISSING
Distinct count3
Unique (%)2.4%
Missing22
Missing (%)15.2%
Memory size1.3 KiB
2
88
3
24
1
 
11
ValueCountFrequency (%) 
2 88 60.7%
 
3 24 16.6%
 
1 11 7.6%
 
(Missing) 22 15.2%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Nombre de mitose 10 champ
Categorical

MISSING
Distinct count13
Unique (%)21.0%
Missing83
Missing (%)57.2%
Memory size1.3 KiB
nombreux
27
peu nombreuse
11
20
9
15
 
3
17
 
2
Other values (8)
10
ValueCountFrequency (%) 
nombreux 27 18.6%
 
peu nombreuse 11 7.6%
 
20 9 6.2%
 
15 3 2.1%
 
17 2 1.4%
 
10 2 1.4%
 
rare 2 1.4%
 
25 1 0.7%
 
6 1 0.7%
 
14 1 0.7%
 
Other values (3) 3 2.1%
 
(Missing) 83 57.2%
 

Length

Max length13
Mean length4.531034483
Min length1
ValueCountFrequency (%) 
Lowercase_Letter 11 52.4%
 
Decimal_Number 9 42.9%
 
Space_Separator 1 4.8%
 
ValueCountFrequency (%) 
Latin 11 52.4%
 
Common 10 47.6%
 
ValueCountFrequency (%) 
ASCII 21 100.0%
 

HER 2
Categorical

MISSING
Distinct count2
Unique (%)1.4%
Missing3
Missing (%)2.1%
Memory size1.3 KiB
Negatif
100
Positif
42
ValueCountFrequency (%) 
Negatif 100 69.0%
 
Positif 42 29.0%
 
(Missing) 3 2.1%
 

Length

Max length7
Mean length6.917241379
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 9 81.8%
 
Uppercase_Letter 2 18.2%
 
ValueCountFrequency (%) 
Latin 11 100.0%
 
ValueCountFrequency (%) 
ASCII 11 100.0%
 

RP%
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS
Distinct count20
Unique (%)14.1%
Missing3
Missing (%)2.1%
Infinite0
Infinite (%)0.0%
Mean29.55633803
Minimum0
Maximum100
Zeros55
Zeros (%)37.9%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median12
Q360
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)60

Descriptive statistics

Standard deviation35.60949046
Coefficient of variation (CV)1.204800487
Kurtosis-0.7035300412
Mean29.55633803
Median Absolute Deviation (MAD)30.47827812
Skewness0.9019746526
Sum4197
Variance1268.035811
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 55 37.9%
 
100 14 9.7%
 
20 13 9.0%
 
70 9 6.2%
 
40 7 4.8%
 
10 7 4.8%
 
30 7 4.8%
 
80 6 4.1%
 
60 5 3.4%
 
90 4 2.8%
 
Other values (10) 15 10.3%
 
ValueCountFrequency (%) 
0 55 37.9%
 
1 1 0.7%
 
2 1 0.7%
 
3 3 2.1%
 
5 3 2.1%
 
ValueCountFrequency (%) 
100 14 9.7%
 
90 4 2.8%
 
80 6 4.1%
 
70 9 6.2%
 
60 5 3.4%
 

RE%
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count17
Unique (%)11.9%
Missing2
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean52.53846154
Minimum0
Maximum100
Zeros35
Zeros (%)24.1%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q14
median60
Q397.5
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)93.5

Descriptive statistics

Standard deviation41.22691744
Coefficient of variation (CV)0.7846997463
Kurtosis-1.690242095
Mean52.53846154
Median Absolute Deviation (MAD)38.31414739
Skewness-0.161297137
Sum7513
Variance1699.658722
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 36 24.8%
 
0 35 24.1%
 
70 12 8.3%
 
80 10 6.9%
 
90 9 6.2%
 
60 8 5.5%
 
30 7 4.8%
 
10 6 4.1%
 
20 4 2.8%
 
5 3 2.1%
 
Other values (7) 13 9.0%
 
ValueCountFrequency (%) 
0 35 24.1%
 
3 1 0.7%
 
5 3 2.1%
 
8 2 1.4%
 
10 6 4.1%
 
ValueCountFrequency (%) 
100 36 24.8%
 
95 3 2.1%
 
90 9 6.2%
 
80 10 6.9%
 
75 1 0.7%
 

ki67
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count14
Unique (%)46.7%
Missing115
Missing (%)79.3%
Infinite0
Infinite (%)0.0%
Mean30.43333333
Minimum0
Maximum70
Zeros1
Zeros (%)0.7%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile7.25
Q115
median27.5
Q347.5
95-th percentile64.4
Maximum70
Range70
Interquartile range (IQR)32.5

Descriptive statistics

Standard deviation20.2496204
Coefficient of variation (CV)0.6653763549
Kurtosis-0.9369497747
Mean30.43333333
Median Absolute Deviation (MAD)17.05333333
Skewness0.5144363974
Sum913
Variance410.0471264
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
15 5 3.4%
 
10 4 2.8%
 
40 3 2.1%
 
60 3 2.1%
 
50 3 2.1%
 
30 3 2.1%
 
20 2 1.4%
 
70 1 0.7%
 
25 1 0.7%
 
17 1 0.7%
 
Other values (4) 4 2.8%
 
(Missing) 115 79.3%
 
ValueCountFrequency (%) 
0 1 0.7%
 
5 1 0.7%
 
10 4 2.8%
 
15 5 3.4%
 
17 1 0.7%
 
ValueCountFrequency (%) 
70 1 0.7%
 
68 1 0.7%
 
60 3 2.1%
 
50 3 2.1%
 
40 3 2.1%
 

EV
Categorical

MISSING
Distinct count2
Unique (%)3.1%
Missing81
Missing (%)55.9%
Memory size1.3 KiB
negatif
37
positif
27
ValueCountFrequency (%) 
negatif 37 25.5%
 
positif 27 18.6%
 
(Missing) 81 55.9%
 

Length

Max length7
Mean length4.765517241
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 10 100.0%
 
ValueCountFrequency (%) 
Latin 10 100.0%
 
ValueCountFrequency (%) 
ASCII 10 100.0%
 

trt HERceptin
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)1.7%
Missing27
Missing (%)18.6%
Memory size1.3 KiB
0
87
1
31
(Missing)
27
ValueCountFrequency (%) 
0 87 60.0%
 
1 31 21.4%
 
(Missing) 27 18.6%
 
Distinct count7
Unique (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
Sein inflammatoire
80
sein inflammatoire
38
Conservation
 
14
meta
 
8
localemment avance
 
3
Other values (2)
 
2
ValueCountFrequency (%) 
Sein inflammatoire 80 55.2%
 
sein inflammatoire 38 26.2%
 
Conservation 14 9.7%
 
meta 8 5.5%
 
localemment avance 3 2.1%
 
Galactophorite 1 0.7%
 
Lymphangite carcinomateuse 1 0.7%
 

Length

Max length26
Mean length16.77241379
Min length4
ValueCountFrequency (%) 
Lowercase_Letter 18 78.3%
 
Uppercase_Letter 4 17.4%
 
Space_Separator 1 4.3%
 
ValueCountFrequency (%) 
Latin 22 95.7%
 
Common 1 4.3%
 
ValueCountFrequency (%) 
ASCII 23 100.0%
 
Distinct count25
Unique (%)17.7%
Missing4
Missing (%)2.8%
Memory size1.3 KiB
4AC604TXT
67
3AC603TXT
30
4AC604PACLI
 
12
4AC6012PACLI
 
5
3AC603PACLI
 
5
Other values (20)
22
ValueCountFrequency (%) 
4AC604TXT 67 46.2%
 
3AC603TXT 30 20.7%
 
4AC604PACLI 12 8.3%
 
4AC6012PACLI 5 3.4%
 
3AC603PACLI 5 3.4%
 
3AC604TXT 2 1.4%
 
6AC60 2 1.4%
 
4FEC4AC60 1 0.7%
 
EC904TXT 1 0.7%
 
4AC6012TXT 1 0.7%
 
Other values (15) 15 10.3%
 
(Missing) 4 2.8%
 

Length

Max length15
Mean length9.344827586
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 10 35.7%
 
Uppercase_Letter 9 32.1%
 
Decimal_Number 8 28.6%
 
Space_Separator 1 3.6%
 
ValueCountFrequency (%) 
Latin 19 67.9%
 
Common 9 32.1%
 
ValueCountFrequency (%) 
ASCII 28 100.0%
 

ChimioTTT neo adjuvante - Nbre cures recues
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count7
Unique (%)5.2%
Missing11
Missing (%)7.6%
Infinite0
Infinite (%)0.0%
Mean7.373134328
Minimum5
Maximum12
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum5
5-th percentile6
Q16
median8
Q38
95-th percentile8
Maximum12
Range7
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.073758362
Coefficient of variation (CV)0.1456311948
Kurtosis1.17602363
Mean7.373134328
Median Absolute Deviation (MAD)0.9333927378
Skewness0.1318503167
Sum988
Variance1.152957019
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8 83 57.2%
 
6 43 29.7%
 
7 3 2.1%
 
9 2 1.4%
 
5 1 0.7%
 
10 1 0.7%
 
12 1 0.7%
 
(Missing) 11 7.6%
 
ValueCountFrequency (%) 
5 1 0.7%
 
6 43 29.7%
 
7 3 2.1%
 
8 83 57.2%
 
9 2 1.4%
 
ValueCountFrequency (%) 
12 1 0.7%
 
10 1 0.7%
 
9 2 1.4%
 
8 83 57.2%
 
7 3 2.1%
 
Distinct count39
Unique (%)30.5%
Missing17
Missing (%)11.7%
Memory size1.3 KiB
0
56
neuropathie
 
10
neutropenie
 
8
alopecie
 
7
vomissement
 
5
Other values (34)
42
ValueCountFrequency (%) 
0 56 38.6%
 
neuropathie 10 6.9%
 
neutropenie 8 5.5%
 
alopecie 7 4.8%
 
vomissement 5 3.4%
 
alopecie,mucite 5 3.4%
 
thrombopenie 2 1.4%
 
arthralgie,mucite 2 1.4%
 
mucite,arthralgie 2 1.4%
 
cutane,neuropathie 2 1.4%
 
Other values (29) 29 20.0%
 
(Missing) 17 11.7%
 

Length

Max length39
Mean length8.413793103
Min length1
ValueCountFrequency (%) 
Lowercase_Letter 20 80.0%
 
Uppercase_Letter 2 8.0%
 
Space_Separator 1 4.0%
 
Decimal_Number 1 4.0%
 
Other_Punctuation 1 4.0%
 
ValueCountFrequency (%) 
Latin 22 88.0%
 
Common 3 12.0%
 
ValueCountFrequency (%) 
ASCII 25 100.0%
 

Chimio 2eme ligne
Boolean

MISSING
Distinct count2
Unique (%)1.4%
Missing2
Missing (%)1.4%
Memory size1.3 KiB
0
139
1
 
4
(Missing)
 
2
ValueCountFrequency (%) 
0 139 95.9%
 
1 4 2.8%
 
(Missing) 2 1.4%
 

Chimio - Indication
Categorical

MISSING
Distinct count1
Unique (%)25.0%
Missing141
Missing (%)97.2%
Memory size1.3 KiB
progression
4
ValueCountFrequency (%) 
progression 4 2.8%
 
(Missing) 141 97.2%
 

Length

Max length11
Mean length3.220689655
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 9 100.0%
 
ValueCountFrequency (%) 
Latin 9 100.0%
 
ValueCountFrequency (%) 
ASCII 9 100.0%
 

Chimio 2- Protocole et doses
Categorical

MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing142
Missing (%)97.9%
Memory size1.3 KiB
Xeloda 5 cycles
1
xeloda 6 cycles
1
Xeloda
1
ValueCountFrequency (%) 
Xeloda 5 cycles 1 0.7%
 
xeloda 6 cycles 1 0.7%
 
Xeloda 1 0.7%
 
(Missing) 142 97.9%
 

Length

Max length15
Mean length3.186206897
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 10 71.4%
 
Decimal_Number 2 14.3%
 
Space_Separator 1 7.1%
 
Uppercase_Letter 1 7.1%
 
ValueCountFrequency (%) 
Latin 11 78.6%
 
Common 3 21.4%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

Chimio 2 - Nbre cures recues
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing142
Missing (%)97.9%
Memory size1.3 KiB
6
1
5
1
17
1
ValueCountFrequency (%) 
6 1 0.7%
 
5 1 0.7%
 
17 1 0.7%
 
(Missing) 142 97.9%
 

Length

Max length4
Mean length3.006896552
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

Chimio 2 - Toxicite
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing144
Missing (%)99.3%
Memory size1.3 KiB
neuro
1
ValueCountFrequency (%) 
neuro 1 0.7%
 
(Missing) 144 99.3%
 

Length

Max length5
Mean length3.013793103
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 6 100.0%
 
ValueCountFrequency (%) 
Latin 6 100.0%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

Chirurgie -Examen clinique avant chirurgie- Taille
Categorical

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)50.0%
Missing141
Missing (%)97.2%
Memory size1.3 KiB
30
3
40
1
ValueCountFrequency (%) 
30 3 2.1%
 
40 1 0.7%
 
(Missing) 141 97.2%
 

Length

Max length4
Mean length3.027586207
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

TNM
Categorical

MISSING
Distinct count5
Unique (%)45.5%
Missing134
Missing (%)92.4%
Memory size1.3 KiB
T4N0
5
T3N0
2
T4N2
2
T3N1
 
1
T1N0
 
1
ValueCountFrequency (%) 
T4N0 5 3.4%
 
T3N0 2 1.4%
 
T4N2 2 1.4%
 
T3N1 1 0.7%
 
T1N0 1 0.7%
 
(Missing) 134 92.4%
 

Length

Max length4
Mean length3.075862069
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 55.6%
 
Uppercase_Letter 2 22.2%
 
Lowercase_Letter 2 22.2%
 
ValueCountFrequency (%) 
Common 5 55.6%
 
Latin 4 44.4%
 
ValueCountFrequency (%) 
ASCII 9 100.0%
 
Distinct count4
Unique (%)2.8%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
RP
121
S
 
17
RC
 
4
P
 
3
ValueCountFrequency (%) 
RP 121 83.4%
 
S 17 11.7%
 
RC 4 2.8%
 
P 3 2.1%
 

Length

Max length2
Mean length1.862068966
Min length1
ValueCountFrequency (%) 
Uppercase_Letter 4 100.0%
 
ValueCountFrequency (%) 
Latin 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

Biologie pre operatoire - Ca 15-3
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count7
Unique (%)100.0%
Missing138
Missing (%)95.2%
Infinite0
Infinite (%)0.0%
Mean23.54571429
Minimum3
Maximum64
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum3
5-th percentile4.356
Q110.76
median18
Q329.15
95-th percentile55.3
Maximum64
Range61
Interquartile range (IQR)18.39

Descriptive statistics

Standard deviation20.69072164
Coefficient of variation (CV)0.8787468236
Kurtosis2.108704066
Mean23.54571429
Median Absolute Deviation (MAD)14.83102041
Skewness1.419289226
Sum164.82
Variance428.1059619
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23.3 1 0.7%
 
7.52 1 0.7%
 
3 1 0.7%
 
14 1 0.7%
 
18 1 0.7%
 
35 1 0.7%
 
64 1 0.7%
 
(Missing) 138 95.2%
 
ValueCountFrequency (%) 
3 1 0.7%
 
7.52 1 0.7%
 
14 1 0.7%
 
18 1 0.7%
 
23.3 1 0.7%
 
ValueCountFrequency (%) 
64 1 0.7%
 
35 1 0.7%
 
23.3 1 0.7%
 
18 1 0.7%
 
14 1 0.7%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
RADICALE
129
CONSERVATRICE
 
16
ValueCountFrequency (%) 
RADICALE 129 89.0%
 
CONSERVATRICE 16 11.0%
 

Length

Max length13
Mean length8.551724138
Min length8
ValueCountFrequency (%) 
Uppercase_Letter 12 100.0%
 
ValueCountFrequency (%) 
Latin 12 100.0%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 

chirurgie - Curage GG
Boolean

CONSTANT
REJECTED
Distinct count1
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
1
145
ValueCountFrequency (%) 
1 145 100.0%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
131
1
 
14
ValueCountFrequency (%) 
0 131 90.3%
 
1 14 9.7%
 

SI 1 precisez
Categorical

MISSING
Distinct count3
Unique (%)21.4%
Missing131
Missing (%)90.3%
Memory size1.3 KiB
LYMPHODEME
7
RAIDEUR BRAS
5
LYMPHOCELE
2
ValueCountFrequency (%) 
LYMPHODEME 7 4.8%
 
RAIDEUR BRAS 5 3.4%
 
LYMPHOCELE 2 1.4%
 
(Missing) 131 90.3%
 

Length

Max length12
Mean length3.744827586
Min length3
ValueCountFrequency (%) 
Uppercase_Letter 15 83.3%
 
Lowercase_Letter 2 11.1%
 
Space_Separator 1 5.6%
 
ValueCountFrequency (%) 
Latin 17 94.4%
 
Common 1 5.6%
 
ValueCountFrequency (%) 
ASCII 18 100.0%
 

Anapath piece type histo
Categorical

MISSING
Distinct count9
Unique (%)8.6%
Missing40
Missing (%)27.6%
Memory size1.3 KiB
CCI
67
CINOS
18
CLI
 
9
Carcinome peu diff
 
4
Carcinome mucineux
 
2
Other values (4)
 
5
ValueCountFrequency (%) 
CCI 67 46.2%
 
CINOS 18 12.4%
 
CLI 9 6.2%
 
Carcinome peu diff 4 2.8%
 
Carcinome mucineux 2 1.4%
 
Carcinome mucineux inf 2 1.4%
 
Processus tumoraux 0 diff 1 0.7%
 
Carcinome tubuleux 1 0.7%
 
CInsitu 0 spe 1 0.7%
 
(Missing) 40 27.6%
 

Length

Max length25
Mean length4.455172414
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 17 65.4%
 
Uppercase_Letter 7 26.9%
 
Space_Separator 1 3.8%
 
Decimal_Number 1 3.8%
 
ValueCountFrequency (%) 
Latin 24 92.3%
 
Common 2 7.7%
 
ValueCountFrequency (%) 
ASCII 26 100.0%
 

anapath piece taille tm en mm
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS
Distinct count24
Unique (%)18.2%
Missing13
Missing (%)9.0%
Infinite0
Infinite (%)0.0%
Mean24.18181818
Minimum0
Maximum220
Zeros39
Zeros (%)26.9%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median20
Q335
95-th percentile70
Maximum220
Range220
Interquartile range (IQR)35

Descriptive statistics

Standard deviation30.78758007
Coefficient of variation (CV)1.273170605
Kurtosis16.20098557
Mean24.18181818
Median Absolute Deviation (MAD)19.86088154
Skewness3.249253025
Sum3192
Variance947.8750867
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 39 26.9%
 
20 17 11.7%
 
25 10 6.9%
 
30 7 4.8%
 
35 7 4.8%
 
10 7 4.8%
 
70 6 4.1%
 
50 6 4.1%
 
15 5 3.4%
 
40 4 2.8%
 
Other values (14) 24 16.6%
 
(Missing) 13 9.0%
 
ValueCountFrequency (%) 
0 39 26.9%
 
2 1 0.7%
 
3 4 2.8%
 
4 1 0.7%
 
6 1 0.7%
 
ValueCountFrequency (%) 
220 1 0.7%
 
180 1 0.7%
 
110 1 0.7%
 
70 6 4.1%
 
60 4 2.8%
 

Anapath NB Gg envahis
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count18
Unique (%)12.7%
Missing3
Missing (%)2.1%
Infinite0
Infinite (%)0.0%
Mean2.577464789
Minimum0
Maximum26
Zeros68
Zeros (%)46.9%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile12
Maximum26
Range26
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.378094964
Coefficient of variation (CV)1.69860515
Kurtosis7.291050104
Mean2.577464789
Median Absolute Deviation (MAD)3.052767308
Skewness2.492295134
Sum366
Variance19.16771551
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 68 46.9%
 
1 23 15.9%
 
3 10 6.9%
 
2 9 6.2%
 
5 6 4.1%
 
7 4 2.8%
 
12 3 2.1%
 
4 3 2.1%
 
6 3 2.1%
 
10 2 1.4%
 
Other values (8) 11 7.6%
 
(Missing) 3 2.1%
 
ValueCountFrequency (%) 
0 68 46.9%
 
1 23 15.9%
 
2 9 6.2%
 
3 10 6.9%
 
4 3 2.1%
 
ValueCountFrequency (%) 
26 1 0.7%
 
19 1 0.7%
 
16 1 0.7%
 
15 2 1.4%
 
13 1 0.7%
 

Anapath piece SBR
Categorical

MISSING
Distinct count3
Unique (%)3.3%
Missing53
Missing (%)36.6%
Memory size1.3 KiB
2
58
1
18
3
16
ValueCountFrequency (%) 
2 58 40.0%
 
1 18 12.4%
 
3 16 11.0%
 
(Missing) 53 36.6%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 
Distinct count2
Unique (%)1.4%
Missing2
Missing (%)1.4%
Memory size1.3 KiB
Saines
142
saines
 
1
ValueCountFrequency (%) 
Saines 142 97.9%
 
saines 1 0.7%
 
(Missing) 2 1.4%
 

Length

Max length6
Mean length5.95862069
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 5 83.3%
 
Uppercase_Letter 1 16.7%
 
ValueCountFrequency (%) 
Latin 6 100.0%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

Anapath piece EV
Categorical

MISSING
Distinct count4
Unique (%)4.0%
Missing46
Missing (%)31.7%
Memory size1.3 KiB
Negatif
60
Positif
31
negatif
 
7
positif
 
1
ValueCountFrequency (%) 
Negatif 60 41.4%
 
Positif 31 21.4%
 
negatif 7 4.8%
 
positif 1 0.7%
 
(Missing) 46 31.7%
 

Length

Max length7
Mean length5.731034483
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 10 83.3%
 
Uppercase_Letter 2 16.7%
 
ValueCountFrequency (%) 
Latin 12 100.0%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 

Anapath piece EPN
Categorical

MISSING
Distinct count2
Unique (%)2.5%
Missing64
Missing (%)44.1%
Memory size1.3 KiB
negatif
68
positif
 
13
ValueCountFrequency (%) 
negatif 68 46.9%
 
positif 13 9.0%
 
(Missing) 64 44.1%
 

Length

Max length7
Mean length5.234482759
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 10 100.0%
 
ValueCountFrequency (%) 
Latin 10 100.0%
 
ValueCountFrequency (%) 
ASCII 10 100.0%
 

Anapath piece pT
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)7.7%
Missing93
Missing (%)64.1%
Memory size1.3 KiB
2
21
4
17
1
9
3
5
ValueCountFrequency (%) 
2 21 14.5%
 
4 17 11.7%
 
1 9 6.2%
 
3 5 3.4%
 
(Missing) 93 64.1%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 

Anapath piece pN
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)8.0%
Missing95
Missing (%)65.5%
Memory size1.3 KiB
1
20
0
15
2
8
3
7
ValueCountFrequency (%) 
1 20 13.8%
 
0 15 10.3%
 
2 8 5.5%
 
3 7 4.8%
 
(Missing) 95 65.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Anapath piece pM
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)15.4%
Missing132
Missing (%)91.0%
Memory size1.3 KiB
0
 
11
1
 
2
(Missing)
132
ValueCountFrequency (%) 
0 11 7.6%
 
1 2 1.4%
 
(Missing) 132 91.0%
 
Distinct count5
Unique (%)3.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
TC
51
TA
39
TB
27
TD
27
TA
 
1
ValueCountFrequency (%) 
TC 51 35.2%
 
TA 39 26.9%
 
TB 27 18.6%
 
TD 27 18.6%
 
TA 1 0.7%
 

Length

Max length3
Mean length2.006896552
Min length2
ValueCountFrequency (%) 
Uppercase_Letter 5 83.3%
 
Space_Separator 1 16.7%
 
ValueCountFrequency (%) 
Latin 5 83.3%
 
Common 1 16.7%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

Score de Sataloff Gg
Categorical

MISSING
Distinct count4
Unique (%)3.8%
Missing39
Missing (%)26.9%
Memory size1.3 KiB
NC
47
NB
34
ND
24
NV
 
1
ValueCountFrequency (%) 
NC 47 32.4%
 
NB 34 23.4%
 
ND 24 16.6%
 
NV 1 0.7%
 
(Missing) 39 26.9%
 

Length

Max length3
Mean length2.268965517
Min length2
ValueCountFrequency (%) 
Uppercase_Letter 5 71.4%
 
Lowercase_Letter 2 28.6%
 
ValueCountFrequency (%) 
Latin 7 100.0%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Score de chevalier
Categorical

HIGH CORRELATION
MISSING
Distinct count4
Unique (%)11.4%
Missing110
Missing (%)75.9%
Memory size1.3 KiB
3
17
4
9
1
6
2
 
3
ValueCountFrequency (%) 
3 17 11.7%
 
4 9 6.2%
 
1 6 4.1%
 
2 3 2.1%
 
(Missing) 110 75.9%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 62.5%
 
Lowercase_Letter 2 25.0%
 
Other_Punctuation 1 12.5%
 
ValueCountFrequency (%) 
Common 6 75.0%
 
Latin 2 25.0%
 
ValueCountFrequency (%) 
ASCII 8 100.0%
 
Distinct count2
Unique (%)1.4%
Missing1
Missing (%)0.7%
Memory size1.3 KiB
0
141
1
 
3
(Missing)
 
1
ValueCountFrequency (%) 
0 141 97.2%
 
1 3 2.1%
 
(Missing) 1 0.7%
 

Rxttt
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)1.4%
Missing1
Missing (%)0.7%
Memory size1.3 KiB
1
140
0
 
4
(Missing)
 
1
ValueCountFrequency (%) 
1 140 96.6%
 
0 4 2.8%
 
(Missing) 1 0.7%
 

Rxttt indication
Categorical

MISSING
Distinct count3
Unique (%)2.1%
Missing5
Missing (%)3.4%
Memory size1.3 KiB
ADJ
138
meta cerebral
 
1
compression medu
 
1
ValueCountFrequency (%) 
ADJ 138 95.2%
 
meta cerebral 1 0.7%
 
compression medu 1 0.7%
 
(Missing) 5 3.4%
 

Length

Max length16
Mean length3.15862069
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 15 78.9%
 
Uppercase_Letter 3 15.8%
 
Space_Separator 1 5.3%
 
ValueCountFrequency (%) 
Latin 18 94.7%
 
Common 1 5.3%
 
ValueCountFrequency (%) 
ASCII 19 100.0%
 

Rxttt site d irradiation
Categorical

MISSING
Distinct count13
Unique (%)9.6%
Missing10
Missing (%)6.9%
Memory size1.3 KiB
paroisus clav
94
paroi sus clav
 
17
paroisus clavboost
 
7
paroi
 
4
paroi sus clavboost
 
4
Other values (8)
 
9
ValueCountFrequency (%) 
paroisus clav 94 64.8%
 
paroi sus clav 17 11.7%
 
paroisus clavboost 7 4.8%
 
paroi 4 2.8%
 
paroi sus clavboost 4 2.8%
 
Sein D sus clav D 2 1.4%
 
Sein D sus clav D Ax d 1 0.7%
 
Sein D sus clav 1 0.7%
 
encephale 1 0.7%
 
paroi boost 1 0.7%
 
Other values (3) 3 2.1%
 
(Missing) 10 6.9%
 

Length

Max length22
Mean length12.8
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 17 77.3%
 
Uppercase_Letter 4 18.2%
 
Space_Separator 1 4.5%
 
ValueCountFrequency (%) 
Latin 21 95.5%
 
Common 1 4.5%
 
ValueCountFrequency (%) 
ASCII 22 100.0%
 

Rxttt Nb de seances
Categorical

HIGH CORRELATION
MISSING
Distinct count3
Unique (%)2.3%
Missing12
Missing (%)8.3%
Memory size1.3 KiB
15
84
25
48
5
 
1
ValueCountFrequency (%) 
15 84 57.9%
 
25 48 33.1%
 
5 1 0.7%
 
(Missing) 12 8.3%
 

Length

Max length4
Mean length3.910344828
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

Rxttt dose
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count7
Unique (%)5.3%
Missing12
Missing (%)8.3%
Infinite0
Infinite (%)0.0%
Mean44.84962406
Minimum20
Maximum60
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum20
5-th percentile42
Q142
median42
Q350
95-th percentile50
Maximum60
Range40
Interquartile range (IQR)8

Descriptive statistics

Standard deviation5.087858752
Coefficient of variation (CV)0.1134426176
Kurtosis4.337370163
Mean44.84962406
Median Absolute Deviation (MAD)4.1709537
Skewness-0.2404875592
Sum5965
Variance25.88630668
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
42 80 55.2%
 
50 45 31.0%
 
60 3 2.1%
 
40 2 1.4%
 
30 1 0.7%
 
20 1 0.7%
 
45 1 0.7%
 
(Missing) 12 8.3%
 
ValueCountFrequency (%) 
20 1 0.7%
 
30 1 0.7%
 
40 2 1.4%
 
42 80 55.2%
 
45 1 0.7%
 
ValueCountFrequency (%) 
60 3 2.1%
 
50 45 31.0%
 
45 1 0.7%
 
42 80 55.2%
 
40 2 1.4%
 

Hormonottt 1-0
Boolean

MISSING
Distinct count2
Unique (%)1.4%
Missing3
Missing (%)2.1%
Memory size1.3 KiB
1
103
0
39
(Missing)
 
3
ValueCountFrequency (%) 
1 103 71.0%
 
0 39 26.9%
 
(Missing) 3 2.1%
 

Hormonottt protocole
Categorical

MISSING
Distinct count2
Unique (%)1.9%
Missing40
Missing (%)27.6%
Memory size1.3 KiB
Tamoxifene
97
letrozole
 
8
ValueCountFrequency (%) 
Tamoxifene 97 66.9%
 
letrozole 8 5.5%
 
(Missing) 40 27.6%
 

Length

Max length10
Mean length8.013793103
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 12 92.3%
 
Uppercase_Letter 1 7.7%
 
ValueCountFrequency (%) 
Latin 13 100.0%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

Hormonottt dose mg
Categorical

MISSING
Distinct count2
Unique (%)1.9%
Missing40
Missing (%)27.6%
Memory size1.3 KiB
20
97
2.5
 
8
ValueCountFrequency (%) 
20 97 66.9%
 
2.5 8 5.5%
 
(Missing) 40 27.6%
 

Length

Max length4
Mean length3.668965517
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

Reponse au ttt
Categorical

MISSING
Distinct count4
Unique (%)2.8%
Missing2
Missing (%)1.4%
Memory size1.3 KiB
RP
82
RC
29
S
22
P
 
10
ValueCountFrequency (%) 
RP 82 56.6%
 
RC 29 20.0%
 
S 22 15.2%
 
P 10 6.9%
 
(Missing) 2 1.4%
 

Length

Max length3
Mean length1.793103448
Min length1
ValueCountFrequency (%) 
Uppercase_Letter 4 66.7%
 
Lowercase_Letter 2 33.3%
 
ValueCountFrequency (%) 
Latin 6 100.0%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 
Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
138
1
 
7
ValueCountFrequency (%) 
0 138 95.2%
 
1 7 4.8%
 

Vivant
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)1.4%
Missing7
Missing (%)4.8%
Memory size1.3 KiB
1
136
0
 
2
(Missing)
 
7
ValueCountFrequency (%) 
1 136 93.8%
 
0 2 1.4%
 
(Missing) 7 4.8%
 

Decede
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)1.4%
Missing7
Missing (%)4.8%
Memory size1.3 KiB
0
136
1
 
2
(Missing)
 
7
ValueCountFrequency (%) 
0 136 93.8%
 
1 2 1.4%
 
(Missing) 7 4.8%
 

Evolution Recidive
Boolean

MISSING
Distinct count2
Unique (%)1.5%
Missing8
Missing (%)5.5%
Memory size1.3 KiB
0
102
1
35
(Missing)
 
8
ValueCountFrequency (%) 
0 102 70.3%
 
1 35 24.1%
 
(Missing) 8 5.5%
 

Recidive siege
Categorical

MISSING
Distinct count18
Unique (%)51.4%
Missing110
Missing (%)75.9%
Memory size1.3 KiB
foie
4
poumon
4
Sein G
4
cerebral
4
LOCALE
 
3
Other values (13)
16
ValueCountFrequency (%) 
foie 4 2.8%
 
poumon 4 2.8%
 
Sein G 4 2.8%
 
cerebral 4 2.8%
 
LOCALE 3 2.1%
 
os 3 2.1%
 
os, foie 2 1.4%
 
locale 1 0.7%
 
locale,os,foie 1 0.7%
 
FOIE 1 0.7%
 
Other values (8) 8 5.5%
 
(Missing) 110 75.9%
 

Length

Max length20
Mean length4.006896552
Min length2
ValueCountFrequency (%) 
Lowercase_Letter 17 58.6%
 
Uppercase_Letter 10 34.5%
 
Space_Separator 1 3.4%
 
Other_Punctuation 1 3.4%
 
ValueCountFrequency (%) 
Latin 27 93.1%
 
Common 2 6.9%
 
ValueCountFrequency (%) 
ASCII 29 100.0%
 

Recidive trt
Categorical

MISSING
Distinct count4
Unique (%)19.0%
Missing124
Missing (%)85.5%
Memory size1.3 KiB
chimio
14
RTH
5
Chimio 6 cures
 
1
Chimio
 
1
ValueCountFrequency (%) 
chimio 14 9.7%
 
RTH 5 3.4%
 
Chimio 6 cures 1 0.7%
 
Chimio 1 0.7%
 
(Missing) 124 85.5%
 

Length

Max length14
Mean length3.393103448
Min length3
ValueCountFrequency (%) 
Lowercase_Letter 11 64.7%
 
Uppercase_Letter 4 23.5%
 
Space_Separator 1 5.9%
 
Decimal_Number 1 5.9%
 
ValueCountFrequency (%) 
Latin 15 88.2%
 
Common 2 11.8%
 
ValueCountFrequency (%) 
ASCII 17 100.0%
 

Recidive EVolution PDV
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)16.7%
Missing133
Missing (%)91.7%
Memory size1.3 KiB
1
 
9
0
 
3
(Missing)
133
ValueCountFrequency (%) 
1 9 6.2%
 
0 3 2.1%
 
(Missing) 133 91.7%
 
Distinct count1
Unique (%)100.0%
Missing144
Missing (%)99.3%
Memory size1.3 KiB
1
 
1
(Missing)
144
ValueCountFrequency (%) 
1 1 0.7%
 
(Missing) 144 99.3%
 
Distinct count1
Unique (%)50.0%
Missing143
Missing (%)98.6%
Memory size1.3 KiB
1
 
2
(Missing)
143
ValueCountFrequency (%) 
1 2 1.4%
 
(Missing) 143 98.6%
 

Survie globale par mois
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count51
Unique (%)35.4%
Missing1
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean32.88194444
Minimum11
Maximum77
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum11
5-th percentile14
Q122
median31
Q342
95-th percentile59.55
Maximum77
Range66
Interquartile range (IQR)20

Descriptive statistics

Standard deviation14.05458715
Coefficient of variation (CV)0.4274256705
Kurtosis0.02794848769
Mean32.88194444
Median Absolute Deviation (MAD)11.43991127
Skewness0.6408439109
Sum4735
Variance197.53142
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23 7 4.8%
 
22 7 4.8%
 
43 6 4.1%
 
15 6 4.1%
 
30 6 4.1%
 
28 5 3.4%
 
42 5 3.4%
 
31 5 3.4%
 
32 5 3.4%
 
26 5 3.4%
 
Other values (41) 87 60.0%
 
ValueCountFrequency (%) 
11 1 0.7%
 
12 3 2.1%
 
13 2 1.4%
 
14 4 2.8%
 
15 6 4.1%
 
ValueCountFrequency (%) 
77 1 0.7%
 
70 1 0.7%
 
66 2 1.4%
 
65 1 0.7%
 
63 1 0.7%
 

Survie sans recidive
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count50
Unique (%)34.7%
Missing1
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean21.52777778
Minimum1
Maximum57
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum1
5-th percentile4
Q111.75
median20
Q330.25
95-th percentile43.85
Maximum57
Range56
Interquartile range (IQR)18.5

Descriptive statistics

Standard deviation13.00239055
Coefficient of variation (CV)0.6039820127
Kurtosis-0.2892003002
Mean21.52777778
Median Absolute Deviation (MAD)10.73032407
Skewness0.5839836165
Sum3100
Variance169.0621601
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
9 8 5.5%
 
14 7 4.8%
 
13 7 4.8%
 
24 6 4.1%
 
5 6 4.1%
 
22 6 4.1%
 
12 5 3.4%
 
31 5 3.4%
 
18 4 2.8%
 
7 4 2.8%
 
Other values (40) 86 59.3%
 
ValueCountFrequency (%) 
1 1 0.7%
 
3 4 2.8%
 
4 4 2.8%
 
5 6 4.1%
 
6 2 1.4%
 
ValueCountFrequency (%) 
57 1 0.7%
 
56 1 0.7%
 
54 1 0.7%
 
53 1 0.7%
 
49 1 0.7%
 

pCR
Boolean

Distinct count2
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
116
1
29
ValueCountFrequency (%) 
0 116 80.0%
 
1 29 20.0%
 

Age_bins
Categorical

Distinct count8
Unique (%)5.6%
Missing1
Missing (%)0.7%
Memory size721.0 B
(44.0, 51.0]
40
(37.0, 44.0]
28
(51.0, 58.0]
26
(58.0, 65.0]
20
(30.0, 37.0]
12
Other values (3)
18
ValueCountFrequency (%) 
(44.0, 51.0] 40 27.6%
 
(37.0, 44.0] 28 19.3%
 
(51.0, 58.0] 26 17.9%
 
(58.0, 65.0] 20 13.8%
 
(30.0, 37.0] 12 8.3%
 
(65.0, 72.0] 7 4.8%
 
(22.944, 30.0] 6 4.1%
 
(72.0, 79.0] 5 3.4%
 
(Missing) 1 0.7%
 

Length

Max length14
Mean length12.02068966
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 58.8%
 
Lowercase_Letter 2 11.8%
 
Other_Punctuation 2 11.8%
 
Open_Punctuation 1 5.9%
 
Space_Separator 1 5.9%
 
Close_Punctuation 1 5.9%
 
ValueCountFrequency (%) 
Common 15 88.2%
 
Latin 2 11.8%
 
ValueCountFrequency (%) 
ASCII 17 100.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

NomPrenomIPAgeStatut MaritalOrigineATCDs personnels ? DiabeteATCDs personnels - HTAÿATCDs personnels - DyslipidemieATCDs personnels - ContraceptionATCDs personnels - Contraception - TypeÿATCDs personnels - Contraception - DureeATCDs personnels - PariteATCDs personnels ? GestiteATCD personnels Cancer du seinATCD Cancer du sien - LocalisationCancer du sein TraitementATCD Autres cancersATCDs familiaux de cancerATCDs familiaux de cancer - Localisation de la TmATCDs familiaux de cancer - Degre de pariteMenopauseeMenopausee Depuis en anneesCDD-NodulesCDD-Sx inflammatoiresCDD-Ecoulement mamelonaireCDD-ADPCDD- DepistageCDD-DLRUnnamed: 30Delai entre 1er symptome et le diagnostic par moisEtat general OMSPoidsTailleIMCClinicial NB lesions SClinical Localisation SEINClinical localisation ADPClinicial taille Tm par mmClinical TNM par TClinicaal TNM par NClinicial -PEVEcho - Nombre de l‚sionsEcho - LocalisationEcho - Micro calcificationsEcho - ACREcho-ADP axillairesEcho ADP axillaires NBCA 15-3 initial U-mlBilan d extension Rx thorax echo hepatiqueExtension TDM TAPExamens Scintigraphie osseuseTDM cerebraleMetastasesMetastases - Uniques MultiplesMetastases visceraleMetastases OsseusesMetastases -Diagnostic des meta avant chirurgie -apres chirurgieType biopsieType histologiqueSBRNombre de mitose 10 champHER 2RP%RE%ki67EVtrt HERceptinChimioTTT neo adjuvante -IndicationChimioTTT neo adjuvante - Protocoles et dosesChimioTTT neo adjuvante - Nbre cures recuesChimioTTT neo adjuvante -ToxicitesChimio 2eme ligneChimio - IndicationChimio 2- Protocole et dosesChimio 2 - Nbre cures recuesChimio 2 - ToxiciteChirurgie -Examen clinique avant chirurgie- TailleTNMReponse a la chimio P/S/RP/ RCBiologie pre operatoire - Ca 15-3chirurgie conservatrice- Radicalechirurgie - Curage GGComplication post op de la chirurgieSI 1 precisezAnapath piece type histoanapath piece taille tm en mmAnapath NB Gg envahisAnapath piece SBRAnapath piece marges d exreseAnapath piece EVAnapath piece EPNAnapath piece pTAnapath piece pNAnapath piece pMScore de Sataloff SeinScore de Sataloff GgScore de chevalierChimio ADJ Ou I-0RxtttRxttt indicationRxttt site d irradiationRxttt Nb de seancesRxttt doseHormonottt 1-0Hormonottt protocoleHormonottt dose mgReponse au tttEvolution Perdue de vueVivantDecedeEvolution RecidiveRecidive siegeRecidive trtRecidive EVolution PDVRecidive evolution deces ou 0Remissions ou en cours de trtSurvie globale par moisSurvie sans recidivepCRAge_bins
0LJ114571.070.0VeuveOujda1010.0NaNNaNNaNNaN0.0NaNNaN0.00.0NaNNaN1.022.0111001NaN12.01.066.01.4929.71.0DAX D70.04.01.02.01.0NaNNaN5.01.0plusieursNaN1.010NaN0NaN00NaNTRUCUTCCI2.014Positif0.08.0NaNnegatifNaNsein inflammatoire12 Pacli weekly12.000.0NaNNaNNaNNaNNaNNaNRPNaNRADICALE11RAIDEUR BRASCCINaN12.01.0sainesNegatifnegatifNaNNaNNaNTANB1.0NaN1.0ADJSein D sus clav D25.060.00.0NaNNaNRC01.00.00.0NaNNaNNaNNaNNaN38.030.01(65.0, 72.0]
1YN997.042.0MarieeOujda0001.0opNaN3.03.00.0NaNNaN0.00.0NaNNaN0.0NaN100000NaN1.01.099.01.6636.01.0GAX G40.04.01.02.0NaNQSE Sein G0.05.01.0plusieurs10.661.011NaN0NaN00NaNTRUCUTCCI2.08Negatif80.060.0NaNnegatif0.0sein inflammatoire3AC605 pacli8.000.0NaNNaNNaNNaNNaNNaNS64.0RADICALE10NaNCCI27.05.02.0SainesNegatifnegatif4.02.00.0TBNCNaN0.01.0ADJSein G sus clav G25.060.01.0Tamoxifene20.0P01.00.01.0Sein GNaNNaNNaNNaN23.05.00(37.0, 44.0]
2JFNaN71.0MarieeNaN0000.0NaNNaN7.07.00.0NaNNaN0.00.0NaNNaN1.022.0000001NaN48.00.065.01.6025.41.0DNaN40.04.00.02.01.0QSE Sein D0.05.00.0056.800.010NaN1Multiples11avantTRUCUTCCI2.0NaNPositif40.090.0NaNnegatifNaNsein inflammatoire4FEC4AC608.0alopecie , vomissement1.0progressionXeloda17.0neuroNaNNaNS35.0RADICALE10NaNCCI20.00.02.0SainesNegatifnegatifNaNNaNNaNTCNaNNaN0.00.0NaNNaNNaNNaN1.0Tamoxifene20.0RP01.00.00.0NaNNaNNaNNaNNaN77.035.00(65.0, 72.0]
3MKNaN53.0MarieeNador0000.0NaNNaN1.01.00.0NaNNaN0.00.0NaNNaN0.0NaN110001NaN24.01.077.01.6030.01.0DNaNNaN4.00.02.0NaNQSI Sein D0.05.00.0034.801.0111.01Multiples01avantTRUCUTCCI2.0NaNNegatif100.0100.0NaNpositif0.0sein inflammatoire4AC60 4PACLI8.0mucite, alopecie , myalgie0.0NaNNaNNaNNaNNaNT4N0RPNaNRADICALE10NaNCCI30.04.01.0SainesPositifpositif4.02.01.0TANC4.00.01.0ADJSein D sus clav D25.050.01.0Tamoxifene20.0RP01.00.00.0NaNNaNNaNNaNNaN66.054.00(51.0, 58.0]
4AT1283.046.0DivorceeNaN000NaNNaNNaNNaNNaN0.0NaNNaN0.00.0NaNNaN0.0NaN100100NaNNaN0.075.01.6826.61.0DAX DNaN4.01.02.01.0Sein DNaN5.01.0226.001.0110.01Multiples11avantTRUCUTCCI2.0nombreuxNegatif70.070.0NaNnegatifNaNsein inflammatoire4AC604TXT8.0NaN0.0NaNNaNNaNNaNNaNT4N0SNaNRADICALE10NaNCCI60.00.01.0SainesPositifnegatif4.01.00.0TBNaN2.00.01.0ADJSein D sus clav D Ax d25.050.01.0Tamoxifene20.0RP01.00.01.0Sein GChimio 6 cures1.0NaNNaN45.019.00(44.0, 51.0]
5HDNaN76.0MarieeNador1100.0NaNNaN8.08.00.0NaNNaN0.00.0NaNNaN1.025.0101000NaN24.01.063.01.5725.01.0DNaN70.04.00.02.01.0J QSI/QSE Sein D0.04.00.0015.501.0100.00NaN00NaNTRUCUTCCI2.0nombreuxPositif0.010.0NaNpositifNaNsein inflammatoire3AC603Pacli6.000.0NaNNaNNaNNaN30.0T4N0RPNaNRADICALE10NaNCCI70.00.02.0SainesNegatifnegatifNaNNaNNaNTANaN1.00.01.0ADJSein D sus clav25.050.01.0Tamoxifene20.0RC01.00.00.0NaNNaNNaNNaNNaN66.057.01(72.0, 79.0]
6MFNaN65.0MarieeBerkane0001.0opNaN4.04.01.0NaNNaN0.0NaNNaNNaN1.0NaN111001NaN48.03.050.01.4623.41.0DNaNNaN4.02.02.01.0Sein GNaN5.01.0NaNNaN0.0110.00NaN00NaNTRUCUTCCI3.0nombreuxNegatif5.095.0NaNnegatif0.0sein inflammatoire3AC602TXT4PACLI9.0neutropenie , alopecie1.0progressionXeloda 5 cycles5.0NaNNaNT4N2RP18.0RADICALE10NaNCCI50.03.01.0SainesPositifNaN4.02.00.0TCNCNaN0.01.0ADJparoi sus clav25.050.01.0Tamoxifene20.0S01.00.00.0NaNNaNNaNNaNNaN57.048.00(58.0, 65.0]
7EF1792.053.0MarieeNaN000NaNNaNNaN1.01.00.0NaNNaN0.01.0sein1.01.08.0100000NaN2.00.090.01.6234.01.0DNaN50.03.01.00.01.0J QII/QIE Sein G0.05.00.0050.691.0110.00NaN00NaNTRUCUTCCI2.015Positif0.00.0NaNnegatif1.0Conservation4AC604TXT8.000.0NaNNaNNaNNaN30.0T3N1RPNaNCONSERVATRICE10NaNCCI20.00.01.0SainesNegatifnegatif3.00.00.0TCNaN2.00.01.0ADJparoi sus clav25.050.00.0NaNNaNRP01.00.00.0NaNNaNNaNNaNNaN61.049.00(51.0, 58.0]
8ZZNaN64.0CelibataireNaN0000.0NaNNaN0.00.00.0NaNNaN0.00.0NaNNaN1.015.0100000NaN1.00.060.01.6921.01.0DNaN25.02.00.00.01.0QIE Sein G0.05.00.0018.001.0110.00NaN00NaNTRUCUTCCINaNnombreuxPositif90.0100.0NaNnegatifNaNConservation4AC602PACLI6.0neuropathie0.0NaNNaNNaNNaNNaNT3N0RPNaNCONSERVATRICE11RAIDEUR BRASCCI6.00.02.0SainesNegatifnegatifNaNNaNNaNTBNaN2.00.01.0ADJparoi boost25.050.01.0Tamoxifene20.0RP01.00.00.0NaNNaNNaNNaNNaN48.041.00(58.0, 65.0]
9BK3196.039.0MarieeOujda0001.0NaNNaN2.02.01.0DTumerectomie0.00.0NaNNaN0.0NaN001001NaN1.00.045.01.5818.01.0DNaNNaN4.00.02.01.0Sein D0.0NaN1.01NaN0.0110.00NaN00NaNCHIRURGICALECCI1.0nombreuxNegatif15.0100.0NaNnegatif0.0Galactophorite4AC604TXT8.0alopecie0.0NaNNaNNaNNaNNaNNaNRPNaNRADICALE10NaNNaN0.00.0NaNSainesNaNNaNNaNNaNNaNTANaNNaN0.01.0ADJparoi25.050.00.0NaNNaNRC01.00.01.0Sein GChimioNaNNaN1.065.041.01(37.0, 44.0]

Last rows

NomPrenomIPAgeStatut MaritalOrigineATCDs personnels ? DiabeteATCDs personnels - HTAÿATCDs personnels - DyslipidemieATCDs personnels - ContraceptionATCDs personnels - Contraception - TypeÿATCDs personnels - Contraception - DureeATCDs personnels - PariteATCDs personnels ? GestiteATCD personnels Cancer du seinATCD Cancer du sien - LocalisationCancer du sein TraitementATCD Autres cancersATCDs familiaux de cancerATCDs familiaux de cancer - Localisation de la TmATCDs familiaux de cancer - Degre de pariteMenopauseeMenopausee Depuis en anneesCDD-NodulesCDD-Sx inflammatoiresCDD-Ecoulement mamelonaireCDD-ADPCDD- DepistageCDD-DLRUnnamed: 30Delai entre 1er symptome et le diagnostic par moisEtat general OMSPoidsTailleIMCClinicial NB lesions SClinical Localisation SEINClinical localisation ADPClinicial taille Tm par mmClinical TNM par TClinicaal TNM par NClinicial -PEVEcho - Nombre de l‚sionsEcho - LocalisationEcho - Micro calcificationsEcho - ACREcho-ADP axillairesEcho ADP axillaires NBCA 15-3 initial U-mlBilan d extension Rx thorax echo hepatiqueExtension TDM TAPExamens Scintigraphie osseuseTDM cerebraleMetastasesMetastases - Uniques MultiplesMetastases visceraleMetastases OsseusesMetastases -Diagnostic des meta avant chirurgie -apres chirurgieType biopsieType histologiqueSBRNombre de mitose 10 champHER 2RP%RE%ki67EVtrt HERceptinChimioTTT neo adjuvante -IndicationChimioTTT neo adjuvante - Protocoles et dosesChimioTTT neo adjuvante - Nbre cures recuesChimioTTT neo adjuvante -ToxicitesChimio 2eme ligneChimio - IndicationChimio 2- Protocole et dosesChimio 2 - Nbre cures recuesChimio 2 - ToxiciteChirurgie -Examen clinique avant chirurgie- TailleTNMReponse a la chimio P/S/RP/ RCBiologie pre operatoire - Ca 15-3chirurgie conservatrice- Radicalechirurgie - Curage GGComplication post op de la chirurgieSI 1 precisezAnapath piece type histoanapath piece taille tm en mmAnapath NB Gg envahisAnapath piece SBRAnapath piece marges d exreseAnapath piece EVAnapath piece EPNAnapath piece pTAnapath piece pNAnapath piece pMScore de Sataloff SeinScore de Sataloff GgScore de chevalierChimio ADJ Ou I-0RxtttRxttt indicationRxttt site d irradiationRxttt Nb de seancesRxttt doseHormonottt 1-0Hormonottt protocoleHormonottt dose mgReponse au tttEvolution Perdue de vueVivantDecedeEvolution RecidiveRecidive siegeRecidive trtRecidive EVolution PDVRecidive evolution deces ou 0Remissions ou en cours de trtSurvie globale par moisSurvie sans recidivepCRAge_bins
135AF183828.047.0NaNNador0001.0NaN9.04.04.00.0NaNNaN0.00.0NaNNaN0.0NaN100000NaN3.01.075.01.5730.41.0GNaN80.04.00.02.0NaNQI Sein GNaN5.01.01NaN0.0100.00NaN00NaNTRUCUTCCI2.0NaNNegatif100.040.040.0NaN0.0Sein inflammatoire4AC604TXT8.000.0NaNNaNNaNNaNNaNNaNRPNaNCONSERVATRICE10NaNCCINaN0.02.0SainesNaNNaNNaNNaNNaNTCNBNaN0.01.0ADJparoisus clav15.042.01.0Tamoxifene20.0RP01.00.01.0LOCALENaNNaNNaNNaN22.08.00(44.0, 51.0]
136BF170630.058.0MarieeNador0001.0NaNNaN2.02.00.0NaNNaN0.00.0NaNNaN1.03.0100000NaN2.00.060.01.5026.71.0DNaNNaN4.00.02.0NaNSein DNaNNaN0.00NaN0.0110.01multiples01avantCHIRURGICALECINOSNaN20Negatif0.00.0NaNnegatif0.0Sein inflammatoire4AC604TXT8.0anemie, cutane0.0NaNNaNNaNNaNNaNNaNSNaNRADICALE10NaNCarcinome peu diff180.00.03.0SainesNaNNaNNaNNaNNaNTDNBNaN0.01.0ADJparoisus clav15.042.00.0NaNNaNP01.00.01.0Sein controlatNaNNaNNaNNaN15.09.00(51.0, 58.0]
137KS190087.038.0MarieeNador0001.0NaNNaNNaNNaN0.0NaNNaN0.00.0NaNNaN0.0NaN100000NaN6.01.0NaNNaNNaN1.0DNaNNaN4.01.02.0NaNQIE Sein DNaNNaN1.0NaNNaN1.0100.00NaN00NaNTRUCUTCCINaNnombreuxNegatif20.070.0NaNNaN0.0Sein inflammatoire3AC603TXT6.000.0NaNNaNNaNNaNNaNNaNRPNaNRADICALE10NaNCCI20.08.02.0SainesPositifnegatifNaNNaNNaNTCNCNaN0.01.0ADJparoisus clav25.050.01.0Tamoxifene20.0RP01.00.00.0NaNNaNNaNNaNNaN21.013.00(37.0, 44.0]
138MF187839.059.0CelibataireBerkane0000.0NaNNaN0.00.00.0NaNNaN0.01.0COLON1.01.014.0100001NaN10.01.080.01.5324.21.0DNaN80.04.00.02.0NaNQSE Sein DNaNNaN0.0042.51.0100.00NaN00NaNTRUCUTCCI3.0NaNPositif3.05.070.0NaN1.0Sein inflammatoire4AC604TXT8.0Mucite,alopecie,diarrhee0.0NaNNaNNaNNaNNaNNaNRPNaNRADICALE10NaNCINOS50.00.03.0SainesNaNNaNNaNNaNNaNTCNB3.00.01.0ADJparoisus clav15.042.00.0NaNNaNRP01.00.00.0NaNNaNNaNNaNNaN22.012.00(58.0, 65.0]
139ZH186916.047.0MarieeOujda0001.0NaN15.0NaNNaN0.0NaNNaN0.00.0NaNNaN0.0NaN100001NaN3.00.075.01.5630.81.0GNaN50.04.00.02.0NaNSein G0.04.00.0NaNNaN0.0110.00NaN00NaNTRUCUTCCI3.0nombreuxPositif50.030.040.0NaN1.0Sein inflammatoire4AC604TXT8.0Mucite0.0NaNNaNNaNNaNNaNNaNRPNaNRADICALE10NaNNaN0.00.0NaNSainesNegatifnegatifNaNNaNNaNTANaNNaN0.01.0ADJparoisus clav25.050.01.0Tamoxifene20.0RC01.00.00.0NaNNaNNaNNaNNaN21.012.01(44.0, 51.0]
140ES177536.050.0CelibataireBerkane0000.0NaNNaNNaNNaN0.0NaNNaN0.00.0NaNNaN0.0NaN100000NaN12.01.0NaNNaNNaN1.0GNaNNaN4.01.02.0NaNSein GNaNNaN1.0NaNNaN1.0110.00NaN00NaNTRUCUTCCI3.030Negatif20.090.0NaNpositif0.0Sein inflammatoire3AC603TXT6.0alopecie,mucite0.0NaNNaNNaNNaNNaNNaNRPNaNCONSERVATRICE11LYMPHOCELENaN0.00.0NaNSainesNaNNaNNaNNaNNaNTANaNNaN0.01.0ADJparoisus clavboost15.042.01.0Tamoxifene20.0RC01.00.00.0NaNNaNNaNNaNNaN22.016.01(44.0, 51.0]
141BH142738.048.0MarieeTaourirt0001.0NaN2.06.06.00.0NaNNaN0.00.0NaNNaN0.0NaN100000NaN12.01.0NaNNaNNaN1.0DNaN130.04.02.02.0NaNSein D totaleNaNNaN1.0NaNNaN0.0110.01NaN01apresTRUCUTCCI2.0NaNPositif0.0100.050.0negatif1.0Sein inflammatoire4AC605TXT9.000.0NaNNaNNaNNaNNaNNaNSNaNRADICALE10NaNCINOS45.07.02.0SainesPositifnegatif2.02.0NaNTCNC3.00.01.0compression meduNaN15.030.01.0Tamoxifene20.0P01.00.00.0NaNNaNNaNNaNNaN23.013.00(44.0, 51.0]
142TF188302.066.0NaNTaourirt0100.0NaNNaNNaNNaN0.0NaNNaN0.00.0NaNNaN0.0NaN010001NaNNaN0.0NaNNaNNaN1.0DNaN30.04.00.02.0NaNQSI Sein DNaNNaN0.0NaNNaN1.0110.00NaN00NaNTRUCUTCCI3.020Negatif0.08.060.0NaN0.0Sein inflammatoire4AC604TXT8.000.0NaNNaNNaNNaNNaNNaNSNaNRADICALE10NaNCarcinome peu diff45.00.02.0SainesNaNNaN2.00.0NaNTCNBNaN0.01.0ADJparoisus clav15.042.01.0Tamoxifene20.0RP01.00.00.0NaNNaNNaNNaNNaN21.09.00(65.0, 72.0]
143EH257151.049.0MarieeNador0001.0NaNNaN2.02.00.0NaNNaN0.00.0NaNNaN0.0NaN100000NaN2.01.0NaNNaNNaN2.0D,GNaNNaN4.02.02.0NaNSein DNaN5.01.0plusieursNaN0.0110.00NaN00NaNTRUCUTCCI2.0nombreuxNegatif40.0100.0NaNpositif0.0Sein inflammatoireNaN6.0NaN0.0NaNNaNNaNNaNNaNNaNSNaNRADICALE10NaNCCI20.08.02.0SainesNegatifnegatif1.02.0NaNTCND4.00.01.0ADJNaN15.042.01.0Tamoxifene20.0S01.00.00.0NaNNaNNaNNaNNaN15.05.00(44.0, 51.0]
144LH227280.038.0MarieeNador0001.0NaNNaN6.06.00.0NaNNaN0.00.0NaNNaN0.0NaN111000NaN3.01.0NaNNaNNaN1.0DNaN50.04.00.02.0NaNSein DNaNNaN1.0NaNNaN1.0100.00NaN00NaNTRUCUTCCI2.0peu nombreuseNegatif70.070.0NaNNaN0.0Sein inflammatoireNaN6.0NaN0.0NaNNaNNaNNaNNaNNaNSNaNRADICALE10NaNCCI70.026.02.0SainesPositifnegatif3.03.0NaNTDND4.00.01.0ADJNaN25.050.01.0Tamoxifene20.0S01.00.00.0NaNNaNNaNNaNNaN12.07.00(37.0, 44.0]